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aws_instance_advisor_pyscpraping.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "aws_instance_advisor_pyscpraping.ipynb",
"provenance": [],
"authorship_tag": "ABX9TyODh1TKys/STYnoUgdEkNvc",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/machinelearning147/1a12d6804284d80ef31cedd5653b3aef/aws_instance_advisor_pyscpraping.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "6oFhfl_67jD6"
},
"source": [
"# Web Scraping from Dynamic Web Pages"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "f675HgRl7HbJ"
},
"source": [
"![1.png](data:image/png;base64,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)\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "kgoANzA-7tJ-"
},
"source": [
"## Install dependencies"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "rjBpEljMuO3v",
"outputId": "1467a0fb-d088-4559-dca8-07264a34758e"
},
"source": [
"!pip install selenium -q\n",
"!apt-get update \n",
"!apt install chromium-chromedriver"
],
"execution_count": 4,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[K |████████████████████████████████| 911kB 3.9MB/s \n",
"Ign:1 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 InRelease\n",
"Get:2 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]\n",
"Get:3 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ InRelease [3,626 B]\n",
"Ign:4 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 InRelease\n",
"Get:5 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Release [697 B]\n",
"Hit:6 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 Release\n",
"Get:7 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic InRelease [15.9 kB]\n",
"Get:8 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Release.gpg [836 B]\n",
"Hit:9 http://archive.ubuntu.com/ubuntu bionic InRelease\n",
"Get:10 http://archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]\n",
"Hit:11 http://ppa.launchpad.net/cran/libgit2/ubuntu bionic InRelease\n",
"Get:12 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ Packages [61.8 kB]\n",
"Get:13 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease [15.9 kB]\n",
"Get:14 http://archive.ubuntu.com/ubuntu bionic-backports InRelease [74.6 kB]\n",
"Get:15 http://security.ubuntu.com/ubuntu bionic-security/main amd64 Packages [2,185 kB]\n",
"Get:16 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease [21.3 kB]\n",
"Get:17 http://security.ubuntu.com/ubuntu bionic-security/restricted amd64 Packages [450 kB]\n",
"Get:18 http://security.ubuntu.com/ubuntu bionic-security/universe amd64 Packages [1,415 kB]\n",
"Ign:20 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Packages\n",
"Get:20 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 Packages [800 kB]\n",
"Get:21 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main Sources [1,772 kB]\n",
"Get:22 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [2,619 kB]\n",
"Get:23 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main amd64 Packages [906 kB]\n",
"Get:24 http://archive.ubuntu.com/ubuntu bionic-updates/restricted amd64 Packages [481 kB]\n",
"Get:25 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 Packages [2,184 kB]\n",
"Get:26 http://archive.ubuntu.com/ubuntu bionic-updates/multiverse amd64 Packages [33.5 kB]\n",
"Get:27 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic/main amd64 Packages [40.9 kB]\n",
"Get:28 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 Packages [41.6 kB]\n",
"Fetched 13.3 MB in 4s (3,170 kB/s)\n",
"Reading package lists... Done\n",
"Reading package lists... Done\n",
"Building dependency tree \n",
"Reading state information... Done\n",
"The following additional packages will be installed:\n",
" chromium-browser chromium-browser-l10n chromium-codecs-ffmpeg-extra\n",
"Suggested packages:\n",
" webaccounts-chromium-extension unity-chromium-extension\n",
"The following NEW packages will be installed:\n",
" chromium-browser chromium-browser-l10n chromium-chromedriver\n",
" chromium-codecs-ffmpeg-extra\n",
"0 upgraded, 4 newly installed, 0 to remove and 48 not upgraded.\n",
"Need to get 86.0 MB of archives.\n",
"After this operation, 298 MB of additional disk space will be used.\n",
"Get:1 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 chromium-codecs-ffmpeg-extra amd64 91.0.4472.77-0ubuntu0.18.04.1 [1,124 kB]\n",
"Get:2 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 chromium-browser amd64 91.0.4472.77-0ubuntu0.18.04.1 [76.1 MB]\n",
"Get:3 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 chromium-browser-l10n all 91.0.4472.77-0ubuntu0.18.04.1 [3,948 kB]\n",
"Get:4 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 chromium-chromedriver amd64 91.0.4472.77-0ubuntu0.18.04.1 [4,838 kB]\n",
"Fetched 86.0 MB in 4s (22.9 MB/s)\n",
"Selecting previously unselected package chromium-codecs-ffmpeg-extra.\n",
"(Reading database ... 160772 files and directories currently installed.)\n",
"Preparing to unpack .../chromium-codecs-ffmpeg-extra_91.0.4472.77-0ubuntu0.18.04.1_amd64.deb ...\n",
"Unpacking chromium-codecs-ffmpeg-extra (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Selecting previously unselected package chromium-browser.\n",
"Preparing to unpack .../chromium-browser_91.0.4472.77-0ubuntu0.18.04.1_amd64.deb ...\n",
"Unpacking chromium-browser (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Selecting previously unselected package chromium-browser-l10n.\n",
"Preparing to unpack .../chromium-browser-l10n_91.0.4472.77-0ubuntu0.18.04.1_all.deb ...\n",
"Unpacking chromium-browser-l10n (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Selecting previously unselected package chromium-chromedriver.\n",
"Preparing to unpack .../chromium-chromedriver_91.0.4472.77-0ubuntu0.18.04.1_amd64.deb ...\n",
"Unpacking chromium-chromedriver (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Setting up chromium-codecs-ffmpeg-extra (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Setting up chromium-browser (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"update-alternatives: using /usr/bin/chromium-browser to provide /usr/bin/x-www-browser (x-www-browser) in auto mode\n",
"update-alternatives: using /usr/bin/chromium-browser to provide /usr/bin/gnome-www-browser (gnome-www-browser) in auto mode\n",
"Setting up chromium-chromedriver (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Setting up chromium-browser-l10n (91.0.4472.77-0ubuntu0.18.04.1) ...\n",
"Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
"Processing triggers for hicolor-icon-theme (0.17-2) ...\n",
"Processing triggers for mime-support (3.60ubuntu1) ...\n",
"Processing triggers for libc-bin (2.27-3ubuntu1.2) ...\n",
"/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
"\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "J0SSG0qL8pPc"
},
"source": [
"## Import Packages"
]
},
{
"cell_type": "code",
"metadata": {
"id": "774XR5PuxzPt"
},
"source": [
"import os, subprocess\n",
"import sys\n",
"sys.path.insert(0,'/usr/lib/chromium-browser/chromedriver')\n",
"import selenium\n",
"from selenium import webdriver\n",
"from selenium.webdriver.chrome.options import Options\n",
"from selenium.webdriver.support.ui import WebDriverWait\n",
"from selenium.webdriver.support import expected_conditions as EC\n",
"from selenium.webdriver.common.by import By\n",
"from selenium.webdriver.common.keys import Keys\n",
"from selenium.common.exceptions import TimeoutException\n",
"\n",
"import bs4\n",
"from bs4 import BeautifulSoup\n",
"\n",
"import requests\n",
"import openpyxl\n",
"import time, re, csv, urllib.parse\n",
"from IPython.display import HTML\n",
"\n"
],
"execution_count": 5,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "z8BmxZP7Duxc"
},
"source": [
"## set up driver"
]
},
{
"cell_type": "code",
"metadata": {
"id": "ti135DyGDuCs"
},
"source": [
"options = Options()\n",
"options.add_argument('--headless')\n",
"options.add_argument('--no-sandbox')\n",
"options.add_argument('--disable-dev-shm-usage')\n",
"options.add_argument('--disable-gpu')\n",
"\n",
"# set the driver to perform the action\n",
"driver = webdriver.Chrome('chromedriver', options=options)"
],
"execution_count": 6,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "ptDB82mb7VzB"
},
"source": [
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)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "6NWygPG4DzjL"
},
"source": [
"## Get the data from URL/ Web Source"
]
},
{
"cell_type": "code",
"metadata": {
"id": "WYJmPY8EwgWG"
},
"source": [
"#url of the page we want to scrape\n",
"url = \"https://aws.amazon.com/ec2/spot/instance-advisor/# Display all 358 instance types\" \n",
"driver.get(url) \n",
"WebDriverWait(driver, 10).until(EC.element_to_be_clickable((By.CSS_SELECTOR, \"#aws-element-5a344a86-8a78-41ba-a08d-470b5257b98c > div.lb-row.lb-snap.lb-row-max-large.aws-spot-advisor-table > div:nth-child(2) > a\"))).click() \n",
"# this is just to ensure that the page is loaded\n",
"time.sleep(5) \n",
"html = driver.page_source\n",
" \n",
"# this renders the JS code and stores all\n",
"# of the information in static HTML code.\n"
],
"execution_count": 17,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "titZ8kGvD6Pm"
},
"source": [
"## Parse html using soup"
]
},
{
"cell_type": "code",
"metadata": {
"id": "CST0V34Jxko7"
},
"source": [
" \n",
"# Now, we could simply apply bs4 to html variable\n",
"soup = BeautifulSoup(html, \"html.parser\")"
],
"execution_count": 18,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "pIkKYdSgyb1F",
"outputId": "c9825dd3-9189-4781-c4c8-81c8e10d05ff"
},
"source": [
"print(soup.prettify())"
],
"execution_count": 19,
"outputs": [
{
"output_type": "stream",
"text": [
"<html class=\"no-js aws-v1-page aws-lng-en_US aws-with-target aws-ember\" data-aws-assets=\"https://a0.awsstatic.com\" data-css-version=\"1.0.513\" data-js-version=\"1.0.568\" lang=\"en-US\">\n",
" <head>\n",
" <meta content=\"text/html; charset=utf-8\" http-equiv=\"content-type\"/>\n",
" <meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\"/>\n",
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" </style>\n",
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" #awsccc-sb-ux-c #awsccc-sb-a .awsccc-u-i-open-c{display:inline-block;vertical-align:middle;line-height:1em;padding-left:.3em}#awsccc-sb-ux-c #awsccc-sb-a .awsccc-u-i-open-c svg{stroke-width:2px;pointer-events:none;fill:none;padding-bottom:1px;height:10px;width:10px}#awsccc-sb-ux-c #awsccc-sb-a .awsccc-u-i-open-c svg .awsccc-stroke-linecap-square{stroke-linecap:square}#awsccc-sb-ux-c #awsccc-sb-a .awsccc-u-i-open-c svg .awsccc-stroke-linejoin-round{stroke-linejoin:round}#awsccc-sb-ux-c #awsccc-sb-a .awsccc-u-i-open-c svg path{stroke:currentColor}\n",
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" </style>\n",
" <style class=\"js-mbox-style\">\n",
" .js-mbox{visibility:hidden;}\n",
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" <link href=\"https://a0.awsstatic.com/libra-css/css/1.0.378/vendor/fontawesome.css\" rel=\"stylesheet\" type=\"text/css\"/>\n",
" <script async=\"\" charset=\"utf-8\" data-requirecontext=\"_\" data-requiremodule=\"plc/plc-setup\" src=\"https://a0.awsstatic.com/plc/js/1.0.109/plc/plc-setup.js\" type=\"text/javascript\">\n",
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" <body data-da-elem-id=\"59a41d21-999f-4b12-a062-4c7ceb35245b\" style=\"padding-top: 131px;\">\n",
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" <div id=\"awsccc-cb-content\">\n",
" <h2 id=\"awsccc-cb-title\">\n",
" Select your cookie preferences\n",
" </h2>\n",
" <div id=\"awsccc-cb-actions\">\n",
" <p id=\"awsccc-cb-text\">\n",
" We use cookies and similar tools to enhance your experience, provide our services, deliver relevant advertising, and make improvements. Approved third parties also use these tools to help us deliver advertising and provide certain site features.\n",
" </p>\n",
" <div id=\"awsccc-cb-buttons\">\n",
" <button aria-label=\"Customize cookie preferences\" class=\"awsccc-u-btn awsccc-u-btn-secondary\" data-id=\"awsccc-cb-btn-customize\" tabindex=\"0\" type=\"submit\">\n",
" <span>\n",
" Customize\n",
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" </button>\n",
" <button aria-label=\"Accept all cookies\" class=\"awsccc-u-btn awsccc-u-btn-primary\" data-id=\"awsccc-cb-btn-accept\" tabindex=\"0\" type=\"submit\">\n",
" <span>\n",
" Accept all\n",
" </span>\n",
" </button>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"\" data-id=\"awsccc-cs\" style=\"display: none;\" tabindex=\"0\">\n",
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" <div id=\"awsccc-cs-header\">\n",
" <div id=\"awsccc-cs-title\">\n",
" <h2>\n",
" Customize cookie preferences\n",
" </h2>\n",
" </div>\n",
" </div>\n",
" <div id=\"awsccc-cs-modalBody\">\n",
" <div id=\"awsccc-cs-i-container\">\n",
" <span>\n",
" We use cookies and similar tools (collectively, \"cookies\") for the following purposes.\n",
" </span>\n",
" </div>\n",
" <div class=\"awsccc-cs-s-container\" data-category=\"essential\">\n",
" <h3 class=\"awsccc-cs-s-title\">\n",
" Essential\n",
" </h3>\n",
" <div class=\"awsccc-cs-s-text\">\n",
" <p class=\"awsccc-cs-s-paragraph\">\n",
" Essential cookies are necessary to provide our site and services and cannot be deactivated. They are usually set in response to your actions on the site, such as setting your privacy preferences, signing in, or filling in forms.\n",
" </p>\n",
" </div>\n",
" <div class=\"awsccc-cs-s-action\">\n",
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" <h3 class=\"awsccc-cs-s-title\">\n",
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" <a class=\"lb-btn-p-primary\" href=\"https://portal.aws.amazon.com/gp/aws/developer/registration/index.html?nc2=h_ct&amp;src=header_signup\" role=\"button\">\n",
" <span>\n",
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" AWS Marketplace\n",
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" Customer Enablement\n",
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" Explore More\n",
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" </i>\n",
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" <div class=\"m-nav-search\">\n",
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" <input autocomplete=\"off\" class=\"m-nav-search-field tt-input\" dir=\"auto\" name=\"searchQuery\" placeholder=\"Search\" spellcheck=\"false\" style=\"position: relative; vertical-align: top; background-color: transparent;\" type=\"text\"/>\n",
" <pre aria-hidden=\"true\" style='position: absolute; visibility: hidden; white-space: pre; font-family: AmazonEmber, \"Helvetica Neue\", Helvetica, Arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: 400; word-spacing: 0px; letter-spacing: 0px; text-indent: 0px; text-rendering: auto; text-transform: none;'></pre>\n",
" <div class=\"tt-menu\" style=\"position: absolute; top: 100%; left: 0px; z-index: 100; display: none;\">\n",
" <div class=\"tt-dataset tt-dataset-products\">\n",
" </div>\n",
" <div class=\"tt-dataset tt-dataset-keypages\">\n",
" </div>\n",
" <div class=\"tt-dataset tt-dataset-tutorials\">\n",
" </div>\n",
" <div class=\"tt-dataset tt-dataset-blogs\">\n",
" </div>\n",
" </div>\n",
" </span>\n",
" </div>\n",
" </form>\n",
" <i class=\"m-nav-close-icon\">\n",
" </i>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-wrapper\" style=\"top: 101px;\">\n",
" <i class=\"m-nav-close-icon\">\n",
" </i>\n",
" <div class=\"data-attr-wrapper m-nav-sidebar-panel\" data-da-elem-id=\"abec0305-c9c0-406e-9ff2-732593f1319e\" data-da-so-category=\"abtest\" data-da-so-language=\"en\" data-da-so-name=\"awswt-82\" data-da-so-type=\"viewport\" data-da-so-url=\"nav\" data-da-so-version=\"b\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-products\">\n",
" <div class=\"m-nav-sidebar-menu\">\n",
" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-featured\" href=\"#\">\n",
" Featured Services\n",
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" <a data-sidebar=\"products-analytics\" href=\"https://aws.amazon.com/big-data/datalakes-and-analytics/?nc2=h_ql_prod_an\">\n",
" Analytics\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-application\" href=\"https://aws.amazon.com/products/application-integration/?nc2=h_ql_prod_ap\">\n",
" Application Integration\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-cost\" href=\"https://aws.amazon.com/aws-cost-management/?nc2=h_ql_prod_cm\">\n",
" AWS Cost Management\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-blockchain\" href=\"https://aws.amazon.com/blockchain/?nc2=h_ql_prod_bl\">\n",
" Blockchain\n",
" </a>\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-ba\" href=\"https://aws.amazon.com/business-applications/?nc2=h_ql_prod_ba\">\n",
" Business Applications\n",
" </a>\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-compute\" href=\"https://aws.amazon.com/products/compute/?nc2=h_ql_prod_cp\">\n",
" Compute\n",
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" <a data-sidebar=\"products-contact\" href=\"https://aws.amazon.com/connect/?nc2=h_ql_prod_connect\">\n",
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" <a data-sidebar=\"products-containers\" href=\"https://aws.amazon.com/containers/?nc2=h_ql_prod_ctn\">\n",
" Containers\n",
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" <a data-sidebar=\"products-database\" href=\"https://aws.amazon.com/products/databases/?nc2=h_ql_prod_db\">\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-developer\" href=\"https://aws.amazon.com/products/developer-tools/?nc2=h_ql_prod_dt\">\n",
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" <a data-sidebar=\"products-app\" href=\"https://aws.amazon.com/products/end-user-computing/?nc2=h_ql_prod_eu\">\n",
" End User Computing\n",
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" Front-End Web &amp; Mobile\n",
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" Internet of Things\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-media\" href=\"https://aws.amazon.com/media-services/?nc2=h_ql_prod_ms\">\n",
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" Networking &amp; Content Delivery\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-quantum\" href=\"https://aws.amazon.com/braket/?nc2=h_ql_prod_qt\">\n",
" Quantum Technologies\n",
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" <a data-sidebar=\"products-robotics\" href=\"https://aws.amazon.com/robomaker/?nc2=h_ql_prod_ro\">\n",
" Robotics\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-satellite\" href=\"https://aws.amazon.com/ground-station/?nc2=h_ql_prod_sa\">\n",
" Satellite\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-security\" href=\"https://aws.amazon.com/products/security/?nc2=h_ql_prod_se\">\n",
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" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"products-serverless\" href=\"https://aws.amazon.com/serverless/?nc2=h_ql_prod_serv\">\n",
" Serverless\n",
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" <a data-sidebar=\"products-storage\" href=\"https://aws.amazon.com/products/storage/?nc2=h_ql_prod_st\">\n",
" Storage\n",
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" VR &amp; AR\n",
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" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"fe583271-dfd7-45d3-8392-1b5538b77183\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"products\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-featured\">\n",
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" <a href=\"https://aws.amazon.com/products/?nc2=h_ql_prod_fs_f\">\n",
" Featured Services\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ec2/?nc2=h_ql_prod_fs_ec2\">\n",
" Amazon EC2\n",
" <span>\n",
" Virtual servers in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/s3/?nc2=h_ql_prod_fs_s3\">\n",
" Amazon Simple Storage Service (S3)\n",
" <span>\n",
" Scalable storage in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rds/aurora/?nc2=h_ql_prod_fs_aa\">\n",
" Amazon Aurora\n",
" <span>\n",
" High performance managed relational database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/dynamodb/?nc2=h_ql_prod_fs_ddb\">\n",
" Amazon DynamoDB\n",
" <span>\n",
" Managed NoSQL database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rds/?nc2=h_ql_prod_fs_rds\">\n",
" Amazon RDS\n",
" <span>\n",
" Managed relational database service for MySQL, PostgreSQL, Oracle, SQL Server, and MariaDB\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lambda/?nc2=h_ql_prod_fs_lbd\">\n",
" AWS Lambda\n",
" <span>\n",
" Run code without thinking about servers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/vpc/?nc2=h_ql_prod_fs_vpc\">\n",
" Amazon VPC\n",
" <span>\n",
" Isolated cloud resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lightsail/?nc2=h_ql_prod_fs_ls\">\n",
" Amazon Lightsail\n",
" <span>\n",
" Launch and manage virtual private servers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sagemaker/?nc2=h_ql_prod_fs_sgm\">\n",
" Amazon SageMaker\n",
" <span>\n",
" Build, train, and deploy machine learning models at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/?nc2=h_ql_prod_fs_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest AWS blogs\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_fs_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for AWS services\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_fs_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_fs_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_fs_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_fs_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"fc486725-3702-4bca-ae25-dbb1fb55e921\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"analytics\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-analytics\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/big-data/datalakes-and-analytics/?nc2=h_ql_prod_an_a\">\n",
" Analytics\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/athena/?nc2=h_ql_prod_an_ath\">\n",
" Amazon Athena\n",
" <span>\n",
" Query data in S3 using SQL\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudsearch/?nc2=h_ql_prod_an_cs\">\n",
" Amazon CloudSearch\n",
" <span>\n",
" Managed search service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/elasticsearch-service/?nc2=h_ql_prod_an_es\">\n",
" Amazon Elasticsearch Service\n",
" <span>\n",
" Run and scale Elasticsearch clusters\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/emr/?nc2=h_ql_prod_an_emr\">\n",
" Amazon EMR\n",
" <span>\n",
" Hosted Hadoop framework\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/finspace/?nc2=h_ql_prod_an_fs\">\n",
" Amazon FinSpace\n",
" <span>\n",
" Analytics for the financial services industry\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/kinesis/?nc2=h_ql_prod_an_kin\">\n",
" Amazon Kinesis\n",
" <span>\n",
" Analyze real-time video and data streams\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/msk/?nc2=h_ql_prod_an_msak\">\n",
" Amazon Managed Streaming for Apache Kafka\n",
" <span>\n",
" Fully managed Apache Kafka service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/redshift/?nc2=h_ql_prod_an_rs\">\n",
" Amazon Redshift\n",
" <span>\n",
" Fast, simple, cost-effective data warehousing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/quicksight/?nc2=h_ql_prod_an_qs\">\n",
" Amazon QuickSight\n",
" <span>\n",
" Fast business analytics service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/data-exchange/?nc2=h_ql_prod_an_dex\">\n",
" AWS Data Exchange\n",
" <span>\n",
" Find, subscribe to, and use third-party data in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/datapipeline/?nc2=h_ql_prod_an_dp\">\n",
" AWS Data Pipeline\n",
" <span>\n",
" Orchestration service for periodic, data-driven workflows\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/glue/?nc2=h_ql_prod_an_glu\">\n",
" AWS Glue\n",
" <span>\n",
" Simple, scalable, and serverless data integration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lake-formation/?nc2=h_ql_prod_an_lkf\">\n",
" AWS Lake Formation\n",
" <span>\n",
" Build a secure data lake in days\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/big-data/?nc2=h_ql_prod_an_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blog posts on Big Data\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_an_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Big Data and Analytics on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_an_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_an_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_an_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_an_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"1980a2c8-0d09-4281-9be1-89e4aaace2cc\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"application_integration\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-application\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/application-integration/?nc2=h_ql_prod_ap_ai\">\n",
" Application Integration\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/step-functions/?nc2=h_ql_prod_ap_stf\">\n",
" AWS Step Functions\n",
" <span>\n",
" Coordination for distributed applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/appflow/?nc2=h_ql_prod_ap_af\">\n",
" Amazon AppFlow\n",
" <span>\n",
" No-code integration for SaaS apps &amp; AWS services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/eventbridge/?nc2=h_ql_prod_ap_eb\">\n",
" Amazon EventBridge\n",
" <span>\n",
" Serverless event bus for SaaS apps &amp; AWS services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/managed-workflows-for-apache-airflow/?nc2=h_ql_prod_ap_af\">\n",
" Amazon Managed Workflows for Apache Airflow\n",
" <span>\n",
" Highly available, secure, and managed workflow orchestration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/amazon-mq/?nc2=h_ql_prod_ap_mq\">\n",
" Amazon MQ\n",
" <span>\n",
" Managed message broker service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sns/?nc2=h_ql_prod_ap_sns\">\n",
" Amazon Simple Notification Service (SNS)\n",
" <span>\n",
" Pub/sub, SMS, email, and mobile push notifications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sqs/?nc2=h_ql_prod_ap_sqs\">\n",
" Amazon Simple Queue Service (SQS)\n",
" <span>\n",
" Managed message queues\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/appsync/?nc2=h_ql_prod_ap_as\">\n",
" AWS AppSync\n",
" <span>\n",
" Power your apps with the right data from many sources, at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/compute/category/application-integration/?nc2=h_ql_prod_ap_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest Application Integration blogs for AWS Compute\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_ap_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Application Integration on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ap_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ap_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ap_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ap_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"9a062265-0119-4a52-bc62-0a46f5cedbf4\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"cost_management\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-cost\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/?nc2=h_ql_prod_cm_cos\">\n",
" AWS Cost Management\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/aws-cost-explorer/?nc2=h_ql_prod_cm_cex\">\n",
" AWS Cost Explorer\n",
" <span>\n",
" Analyze your AWS cost and usage\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/aws-budgets/?nc2=h_ql_prod_cm_bud\">\n",
" AWS Budgets\n",
" <span>\n",
" Set custom cost and usage budgets\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/aws-cost-and-usage-reporting/?nc2=h_ql_prod_cm_cur\">\n",
" AWS Cost and Usage Report\n",
" <span>\n",
" Access comprehensive cost and usage information\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/reserved-instance-reporting/?nc2=h_ql_prod_cm_rir\">\n",
" Reserved Instance Reporting\n",
" <span>\n",
" Dive deeper into your reserved instances (RIs)\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/savingsplans/?nc2=h_ql_prod_cm_sav\">\n",
" Savings Plans\n",
" <span>\n",
" Save up to 72% on compute usage with flexible pricing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_cm_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for AWS Cost Management\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/marketplace/desktop/search?category=AP%20and%20Billing&amp;ref_=mkt_ste_header_nav_dsk_cat_ap_and_billing&amp;nc2=h_ql_prod_cm_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Marketplace\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find AP and Billing software in the AWS Marketplace\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_an_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_an_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_an_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_an_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"812cb526-6794-418e-8d37-7c935383f6e5\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"blockchain\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-blockchain\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/blockchain/?nc2=h_ql_prod_bl_bl\">\n",
" Blockchain\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/managed-blockchain/?nc2=h_ql_prod_bl_amb\">\n",
" Amazon Managed Blockchain\n",
" <span>\n",
" Create and manage scalable blockchain networks\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/qldb/?nc2=h_ql_prod_bl_qldb\">\n",
" Amazon Quantum Ledger Database (QLDB)\n",
" <span>\n",
" Fully managed ledger database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_bl_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Blockchain on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://docs.aws.amazon.com/managed-blockchain/?nc2=h_ql_prod_bl_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Documentation\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the technical guide for Amazon Managed Blockchain\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_bl_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_bl_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_bl_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_bl_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"05273cad-772d-40a6-928d-677f30fff1f2\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"business_applications\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-ba\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-xlarge\">\n",
" <a href=\"https://aws.amazon.com/business-applications/?nc2=h_ql_prod_ba_bizapp\">\n",
" Business Applications\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/connect/?nc2=h_ql_prod_ba_con\">\n",
" Amazon Connect\n",
" <span>\n",
" Omnichannel cloud contact center\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/pinpoint/?nc2=h_ql_prod_ba_pin\">\n",
" Amazon Pinpoint\n",
" <span>\n",
" Multichannel marketing communications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-xlarge\">\n",
" <a href=\"https://aws.amazon.com/business-applications/productivity-applications/?nc2=h_ql_prod_ba_pa\">\n",
" Productivity Applications\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://www.honeycode.aws/?&amp;trk=el_a134p000003yC6YAAU&amp;trkCampaign=pac-edm-2020-honeycode-homepage&amp;sc_channel=el&amp;sc_campaign=pac-edm-2020-honeycode-website_links-adoption-aws_global_menu_products_link&amp;sc_outcome=Enterprise_Digital_Marketing&amp;sc_geo=NAMER&amp;sc_country=mult\">\n",
" Amazon Honeycode (Beta)\n",
" <span>\n",
" Build mobile &amp; web apps without programming\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/chime/?nc2=h_ql_prod_ba_chim\">\n",
" Amazon Chime\n",
" <span>\n",
" Frustration-free meetings, video calls, and chat\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/workdocs/?nc2=h_ql_prod_ba_wdoc\">\n",
" Amazon WorkDocs\n",
" <span>\n",
" Secure enterprise document storage and sharing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/workmail/?nc2=h_ql_prod_ba_wmail\">\n",
" Amazon WorkMail\n",
" <span>\n",
" Secure email and calendaring\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/alexaforbusiness/?nc2=h_ql_prod_ba_alexa\">\n",
" Alexa for Business\n",
" <span>\n",
" Empower your organization with Alexa\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-xlarge\">\n",
" <a href=\"https://aws.amazon.com/business-applications/cds/?nc2=h_ql_prod_ba_cds\">\n",
" Communication Developer Services\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/chime/chime-sdk/?nc2=h_ql_prod_ba_sdk\">\n",
" Amazon Chime SDK\n",
" <span>\n",
" Real-time messaging, audio, video, and screen sharing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ses/?nc2=h_ql_prod_ba_ses\">\n",
" Amazon Simple Email Service (SES)\n",
" <span>\n",
" High-scale inbound and outbound email\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://docs.aws.amazon.com/pinpoint/latest/developerguide/welcome.html?nc2=h_ql_prod_ba_api\">\n",
" Amazon Pinpoint APIs\n",
" <span>\n",
" Flexible mobile SMS and push notifications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/chime/voice-connector/?nc2=h_ql_prod_ba_cvc\">\n",
" Amazon Chime Voice Connector\n",
" <span>\n",
" SIP trunking and advanced telephony features\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/workdocs/sdk/?nc2=h_ql_prod_ba_wdsdk\">\n",
" Amazon WorkDocs SDK\n",
" <span>\n",
" Secure file collaboration and management\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/business-productivity/?nc2=h_ql_prod_ba_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs for Business Productivity\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_ba_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Business Productivity\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ba_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ba_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ba_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ba_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"107f7f89-625f-46fa-ac8c-a2b5cdf8f886\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"compute\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-compute\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/compute/?nc2=h_ql_prod_cp_com\">\n",
" Compute\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ec2/?nc2=h_ql_prod_cp_ec2\">\n",
" Amazon EC2\n",
" <span>\n",
" Virtual servers in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ec2/autoscaling/?nc2=h_ql_prod_cp_ec2auto\">\n",
" Amazon EC2 Auto Scaling\n",
" <span>\n",
" Scale compute capacity to meet demand\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lightsail/?nc2=h_ql_prod_cp_ls\">\n",
" Amazon Lightsail\n",
" <span>\n",
" Launch and manage virtual private servers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/apprunner/?nc2=h_ql_prod_cp_ar\">\n",
" AWS App Runner\n",
" <span>\n",
" Build and run containerized web apps at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/batch/?nc2=h_ql_prod_cp_ba\">\n",
" AWS Batch\n",
" <span>\n",
" Run batch jobs at any scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/elasticbeanstalk/?nc2=h_ql_prod_cp_ebs\">\n",
" AWS Elastic Beanstalk\n",
" <span>\n",
" Run and manage web apps\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lambda/?nc2=h_ql_prod_cp_lbd\">\n",
" AWS Lambda\n",
" <span>\n",
" Run code without thinking about servers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/outposts/?nc2=h_ql_prod_cp_out\">\n",
" AWS Outposts\n",
" <span>\n",
" Run AWS infrastructure on-premises\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/serverless/serverlessrepo/?nc2=h_ql_prod_cp_sar\">\n",
" AWS Serverless Application Repository\n",
" <span>\n",
" Discover, deploy, and publish serverless applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/snow/?nc2=h_ql_prod_cp_sno\">\n",
" AWS Snow Family\n",
" <span>\n",
" Physical devices to aggregate and process data in edge locations, then transfer to AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/wavelength/?nc2=h_ql_prod_cp_wav\">\n",
" AWS Wavelength\n",
" <span>\n",
" Deliver ultra-low latency applications for 5G devices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/vmware/?nc2=h_ql_prod_cp_vmw\">\n",
" VMware Cloud on AWS\n",
" <span>\n",
" Build a hybrid cloud without custom hardware\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/compute/?nc2=h_ql_prod_cp_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs for AWS Compute\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/developer/?nc2=h_ql_prod_cp_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Developer Center\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Visit the AWS Developer Center\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_cp_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_cp_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_cp_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_cp_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"7eee3c5f-88e5-47b3-b743-f321471d3050\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"customer_engagement\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-contact\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/connect/?nc2=h_ql_prod_cc_connect\">\n",
" Contact Center\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/connect/?nc2=h_ql_prod_ce_con\">\n",
" Amazon Connect\n",
" <span>\n",
" Omnichannel cloud contact center\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/pinpoint/customer-engagement/customer-analytics/?nc2=h_ql_prod_ce_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Learn\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read about Customer Analytics\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_ce_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Customer Engagement on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ce_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ce_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ce_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ce_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"055ce6ff-ba8e-4133-a6ad-d90caaad2819\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"customer_engagement\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-containers\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/containers/?nc2=h_ql_prod_ct_ctn\">\n",
" Containers\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ecr/?nc2=h_ql_prod_ct_ec2reg\">\n",
" Amazon Elastic Container Registry\n",
" <span>\n",
" Easily store, manage, and deploy container images\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ecs/?nc2=h_ql_prod_ct_ecs\">\n",
" Amazon Elastic Container Service (ECS)\n",
" <span>\n",
" Highly secure, reliable, and scalable way to run containers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ecs/anywhere/?nc2=h_ql_prod_ct_ecsa\">\n",
" Amazon ECS Anywhere\n",
" <span>\n",
" Run containers on customer-managed infrastructure\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/eks/?nc2=h_ql_prod_ct_eks\">\n",
" Amazon Elastic Kubernetes Service (EKS)\n",
" <span>\n",
" The most trusted way to run Kubernetes\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/eks/eks-anywhere/?nc2=h_ql_prod_ct_eksa\">\n",
" Amazon EKS Anywhere (Coming Soon)\n",
" <span>\n",
" Kubernetes on your infrastructure\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/eks/eks-distro/?nc2=h_ql_prod_ct_eksd\">\n",
" Amazon EKS Distro\n",
" <span>\n",
" Run consistent Kubernetes clusters\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/app2container/?nc2=h_ql_prod_ct_ap2\">\n",
" AWS App2Container\n",
" <span>\n",
" Containerize and migrate existing applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/apprunner/?nc2=h_ql_prod_ct_ar\">\n",
" AWS App Runner\n",
" <span>\n",
" Build and run containerized web apps at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/containers/copilot/?nc2=h_ql_prod_ct_cop\">\n",
" AWS Copilot\n",
" <span>\n",
" Easily deploy and operate containerized applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/fargate/?nc2=h_ql_prod_ct_far\">\n",
" AWS Fargate\n",
" <span>\n",
" Serverless compute for containers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rosa/?nc2=h_ql_prod_ct_rosa\">\n",
" Red Hat OpenShift Service on AWS\n",
" <span>\n",
" Managed Red Hat OpenShift clusters\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/containers/?nc2=h_ql_prod_ct_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Blogs\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest AWS blog posts on Containers\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_ct_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Containers on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ct_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ct_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ct_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ct_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"aa9e513e-71b3-4134-b44f-490a25f522ec\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"database\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-database\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/databases/?nc2=h_ql_prod_db_db\">\n",
" Database\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rds/aurora/?nc2=h_ql_prod_db_aa\">\n",
" Amazon Aurora\n",
" <span>\n",
" High performance managed relational database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rds/aurora/serverless/?nc2=h_ql_prod_db_aav2\">\n",
" Amazon Aurora Serverless V2 (Preview)\n",
" <span>\n",
" Instantly scale to &gt;100,000 transactions per second\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/documentdb/?nc2=h_ql_prod_db_doc\">\n",
" Amazon DocumentDB (with MongoDB compatibility)\n",
" <span>\n",
" Fully managed document database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/dynamodb/?nc2=h_ql_prod_db_ddb\">\n",
" Amazon DynamoDB\n",
" <span>\n",
" Managed NoSQL database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/elasticache/?nc2=h_ql_prod_db_elc\">\n",
" Amazon ElastiCache\n",
" <span>\n",
" In-memory caching service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/keyspaces/?nc2=h_ql_prod_db_mcs\">\n",
" Amazon Keyspaces (for Apache Cassandra)\n",
" <span>\n",
" Managed Cassandra-compatible database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/neptune/?nc2=h_ql_prod_db_nep\">\n",
" Amazon Neptune\n",
" <span>\n",
" Fully managed graph database service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/qldb/?nc2=h_ql_prod_db_qldb\">\n",
" Amazon Quantum Ledger Database (QLDB)\n",
" <span>\n",
" Fully managed ledger database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rds/?nc2=h_ql_prod_db_rds\">\n",
" Amazon RDS\n",
" <span>\n",
" Managed relational database service for MySQL, PostgreSQL, Oracle, SQL Server, and MariaDB\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rds/vmware/?nc2=h_ql_prod_db_rdsvm\">\n",
" Amazon RDS on VMware\n",
" <span>\n",
" Automate on-premises database management\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/redshift/?nc2=h_ql_prod_db_rs\">\n",
" Amazon Redshift\n",
" <span>\n",
" Fast, simple, cost-effective data warehousing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/timestream/?nc2=h_ql_prod_db_ts\">\n",
" Amazon Timestream\n",
" <span>\n",
" Fully managed time series database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/dms/?nc2=h_ql_prod_db_dbm\">\n",
" AWS Database Migration Service\n",
" <span>\n",
" Migrate databases with minimal downtime\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/glue/?nc2=h_ql_prod_db_glu\">\n",
" AWS Glue\n",
" <span>\n",
" Simple, scalable, and serverless data integration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/database/?nc2=h_ql_prod_db_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest AWS Database blogs\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/about-aws/whats-new/database/?whats-new-content.sort-by=item.additionalFields.postDateTime&amp;whats-new-content.sort-order=desc?nc2=h_ql_prod_db_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See recent announcements on Databases from AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_db_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_db_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_db_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_db_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"2add28fc-f2a2-45b5-b44e-5ab755479815\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"developer_tools\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-developer\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/developer-tools/?nc2=h_ql_prod_dt_dt\">\n",
" Developer Tools\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codeguru/?nc2=h_ql_prod_ml_cg\">\n",
" Amazon CodeGuru\n",
" <span>\n",
" Find your most expensive lines of code\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/corretto/?nc2=h_ql_prod_dt_cor\">\n",
" Amazon Corretto\n",
" <span>\n",
" Production-ready distribution of OpenJDK\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cdk/?nc2=h_ql_prod_dt_cdk\">\n",
" AWS Cloud Development Kit (CDK)\n",
" <span>\n",
" Model cloud infrastructure using code\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloud9/?nc2=h_ql_prod_dt_c9\">\n",
" AWS Cloud9\n",
" <span>\n",
" Write, run, and debug code on a cloud IDE\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudshell/?nc2=h_ql_prod_dt_cs\">\n",
" AWS CloudShell\n",
" <span>\n",
" Browser-based shell environment\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codeartifact/?nc2=h_ql_prod_dt_ca\">\n",
" AWS CodeArtifact\n",
" <span>\n",
" Secure, scalable, and cost-effective artifact management for software development\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codebuild/?nc2=h_ql_prod_dt_cb\">\n",
" AWS CodeBuild\n",
" <span>\n",
" Build and test code\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codecommit/?nc2=h_ql_prod_dt_cc\">\n",
" AWS CodeCommit\n",
" <span>\n",
" Store code in private Git repositories\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codedeploy/?nc2=h_ql_prod_dt_cd\">\n",
" AWS CodeDeploy\n",
" <span>\n",
" Automate code deployments\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codepipeline/?nc2=h_ql_prod_dt_cp\">\n",
" AWS CodePipeline\n",
" <span>\n",
" Release software using continuous delivery\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codestar/?nc2=h_ql_prod_cstr\">\n",
" AWS CodeStar\n",
" <span>\n",
" Develop and deploy AWS applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cli/?nc2=h_ql_prod_dt_cli\">\n",
" AWS Command Line Interface\n",
" <span>\n",
" Unified tool to manage AWS services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/device-farm/?nc2=h_ql_prod_dt_df\">\n",
" AWS Device Farm\n",
" <span>\n",
" Test Android, iOS, and web apps on real devices in the AWS cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/fis/?nc2=h_ql_prod_dt_fis\">\n",
" AWS Fault Injection Simulator\n",
" <span>\n",
" Fully managed fault injection service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/getting-started/tools-sdks/?nc2=h_ql_prod_dt_tsdk\">\n",
" AWS Tools and SDKs\n",
" <span>\n",
" Tools and SDKs for AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/xray/?nc2=h_ql_prod_dt_xray\">\n",
" AWS X-Ray\n",
" <span>\n",
" Analyze and debug your applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/devops/?nc2=h_ql_prod_dt_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs on DevOps\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/developer/?nc2=h_ql_prod_dt_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Developer Center\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Visit the AWS Developer Center\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_dt_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_dt_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_dt_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_dt_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"d8732832-4074-462f-a722-2cb105848085\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"end_user_computing\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-app\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/end-user-computing/?nc2=h_ql_prod_eu_comp\">\n",
" End User Computing\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/workspaces/?nc2=h_ql_prod_eu_wspa\">\n",
" Amazon WorkSpaces\n",
" <span>\n",
" Virtual desktops in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/appstream2/?nc2=h_ql_prod_eu_as2\">\n",
" Amazon AppStream 2.0\n",
" <span>\n",
" Stream desktop applications securely to a browser\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/worklink/?nc2=h_ql_prod_eu_wkl\">\n",
" Amazon WorkLink\n",
" <span>\n",
" Enable mobile access to internal websites\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/desktop-and-application-streaming/?nc2=h_ql_prod_eu_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest on End User Computing\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_eu_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements on End User Computing from AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_eu_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_eu_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_eu_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_eu_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"cb3006e3-0979-41e3-a395-34d859bb416a\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"mobile\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-mobile\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/frontend-web-mobile/?nc2=h_ql_prod_mo_mo\">\n",
" Front-End Web &amp; Mobile\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/amplify/?nc2=h_ql_prod_mo_awsa\">\n",
" AWS Amplify\n",
" <span>\n",
" Build and deploy mobile and web applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/api-gateway/?nc2=h_ql_prod_mo_apig\">\n",
" Amazon API Gateway\n",
" <span>\n",
" Build, deploy, and manage API's\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/location/?nc2=h_ql_prod_mo_loc\">\n",
" Amazon Location Service\n",
" <span>\n",
" Securely and easily add location data to applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/pinpoint/?nc2=h_ql_prod_mo_pp\">\n",
" Amazon Pinpoint\n",
" <span>\n",
" Personalized user engagement across channels\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/appsync/?nc2=h_ql_prod_mo_apps\">\n",
" AWS AppSync\n",
" <span>\n",
" Power your apps with the right data from many sources, at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/device-farm/?nc2=h_ql_prod_mo_df\">\n",
" AWS Device Farm\n",
" <span>\n",
" Test Android, iOS, and web apps on real devices in the AWS cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/mobile/announcing-the-aws-amplify-cli-toolchain?nc2=h_ql_prod_mo_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Learn\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Learn more about AWS Amplify CLI toolchain\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/mobile?nc2=h_ql_prod_mo_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest on Mobile\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_mo_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_mo_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_mo_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_mo_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"a82934a8-f8fd-4bd8-896e-420758b78c0e\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"game_tech\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-game\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/gametech/?nc2=h_ql_prod_gt_tech\">\n",
" Game Tech\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/gamelift/?nc2=h_ql_prod_gt_gl\">\n",
" Amazon GameLift\n",
" <span>\n",
" Simple, fast, cost-effective dedicated game server hosting\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lumberyard/?nc2=h_ql_prod_gt_ly\">\n",
" Amazon Lumberyard\n",
" <span>\n",
" A free cross-platform 3D game engine, with Full Source, integrated with AWS and Twitch\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/getting-started/projects/inventory-system-for-gaming-app-with-amazon-aurora-serverless/?nc2=h_ql_prod_gt_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" New Tutorial\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build an Inventory System for Games with Amazon Aurora Serverless\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/gametech/how-dead-by-daylight-survives-the-test-of-time-using-aws/?nc2=h_ql_prod_gt_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Customer Success\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" How Dead by Daylight survives the test of time using AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_gt_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_gt_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_gt_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_gt_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"5f2da7a7-6949-4757-b972-eddc78ec8c3b\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"internet_of_things\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-iot\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/iot/?nc2=h_ql_prod_it_iot\">\n",
" Internet of Things\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-1-click/?nc2=h_ql_prod_it_1clk\">\n",
" AWS IoT 1-Click\n",
" <span>\n",
" One click creation of an AWS Lambda trigger\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-analytics/?nc2=h_ql_prod_it_iota\">\n",
" AWS IoT Analytics\n",
" <span>\n",
" Analytics for IoT devices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iotbutton/?nc2=h_ql_prod_it_iotb\">\n",
" AWS IoT Button\n",
" <span>\n",
" Cloud programmable dash button\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-core/?nc2=h_ql_prod_it_iotc\">\n",
" AWS IoT Core\n",
" <span>\n",
" Connect devices to the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-device-defender/?nc2=h_ql_prod_it_dd\">\n",
" AWS IoT Device Defender\n",
" <span>\n",
" Security management for IoT devices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-device-management/?nc2=h_ql_prod_it_dm\">\n",
" AWS IoT Device Management\n",
" <span>\n",
" Onboard, organize, and remotely manage IoT devices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot/edukit/?nc2=h_ql_prod_it_ek\">\n",
" AWS IoT EduKit\n",
" <span>\n",
" Learn how to build simple IoT applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-events/?nc2=h_ql_prod_it_ev\">\n",
" AWS IoT Events\n",
" <span>\n",
" IoT event detection and response\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/greengrass/?nc2=h_ql_prod_it_gg\">\n",
" AWS IoT Greengrass\n",
" <span>\n",
" Local compute, messaging, and sync for devices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-sitewise/?nc2=h_ql_prod_it_sw\">\n",
" AWS IoT SiteWise\n",
" <span>\n",
" IoT data collector and interpreter\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot-things-graph/?nc2=h_ql_prod_it_tg\">\n",
" AWS IoT Things Graph\n",
" <span>\n",
" Easily connect devices and web services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://devices.amazonaws.com/?nc2=h_ql_prod_it_pdc\">\n",
" AWS Partner Device Catalog\n",
" <span>\n",
" Curated catalog of AWS-compatible IoT hardware\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/freertos/?nc2=h_ql_prod_it_frtos\">\n",
" FreeRTOS\n",
" <span>\n",
" Real-time operating system for microcontrollers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/iot/?nc2=h_ql_prod_it_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs on IoT\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/getting-started/use-cases/?nc2=h_ql_prod_it_r2&amp;awsf.getting-started-content=use-case%23iot\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Getting Started\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find 10-Minute Tutorials on Internet of Things\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_it_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_it_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_it_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_it_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"9dbd3989-eac1-41bd-8683-66433ce450e7\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"machine_learning\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-machine\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/machine-learning/?nc2=h_ql_prod_ml_lear\">\n",
" Machine Learning\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sagemaker/?nc2=h_ql_prod_ml_sm\">\n",
" Amazon SageMaker\n",
" <span>\n",
" Build, train, and deploy machine learning models at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/augmented-ai/?nc2=h_ql_prod_ml_aai\">\n",
" Amazon Augmented AI\n",
" <span>\n",
" Easily implement human review of ML predictions\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/codeguru/?nc2=h_ql_prod_ml_cg\">\n",
" Amazon CodeGuru\n",
" <span>\n",
" Find your most expensive lines of code\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/comprehend/?nc2=h_ql_prod_ml_comp\">\n",
" Amazon Comprehend\n",
" <span>\n",
" Discover insights and relationships in text\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/devops-guru/?nc2=h_ql_prod_ml_devg\">\n",
" Amazon DevOps Guru\n",
" <span>\n",
" ML-powered cloud operations service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/machine-learning/elastic-inference/?nc2=h_ql_prod_ml_ei\">\n",
" Amazon Elastic Inference\n",
" <span>\n",
" Deep learning inference acceleration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/forecast/?nc2=h_ql_prod_ml_for\">\n",
" Amazon Forecast\n",
" <span>\n",
" Increase forecast accuracy using machine learning\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/fraud-detector/?nc2=h_ql_prod_ml_fd\">\n",
" Amazon Fraud Detector\n",
" <span>\n",
" Detect more online fraud faster\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/healthlake/?nc2=h_ql_prod_ml_health\">\n",
" Amazon HealthLake\n",
" <span>\n",
" Make sense of health data\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/kendra/?nc2=h_ql_prod_ml_ken\">\n",
" Amazon Kendra\n",
" <span>\n",
" Reinvent enterprise search with ML\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lex/?nc2=h_ql_prod_ml_lex\">\n",
" Amazon Lex\n",
" <span>\n",
" Build voice and text chatbots\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lookout-for-equipment/?nc2=h_ql_prod_ml_lfe\">\n",
" Amazon Lookout for Equipment\n",
" <span>\n",
" Detect abnormal behavior by analyzing sensor data\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lookout-for-metrics/?nc2=h_ql_prod_ml_lfm\">\n",
" Amazon Lookout for Metrics\n",
" <span>\n",
" Detect anomalies in metrics\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lookout-for-vision/?nc2=h_ql_prod_ml_lfv\">\n",
" Amazon Lookout for Vision\n",
" <span>\n",
" Spot product defects using computer vision\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/monitron/?nc2=h_ql_prod_ml_mtn\">\n",
" Amazon Monitron\n",
" <span>\n",
" End-to-end system for equipment monitoring\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/personalize/?nc2=h_ql_prod_ml_per\">\n",
" Amazon Personalize\n",
" <span>\n",
" Build real-time recommendations into your applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/polly/?nc2=h_ql_prod_ml_poll\">\n",
" Amazon Polly\n",
" <span>\n",
" Turn text into life-like speech\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/rekognition/?nc2=h_ql_prod_ml_rek\">\n",
" Amazon Rekognition\n",
" <span>\n",
" Analyze image and video\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/textract/?nc2=h_ql_prod_ml_text\">\n",
" Amazon Textract\n",
" <span>\n",
" Extract text and data from documents\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/translate/?nc2=h_ql_prod_ml_tl\">\n",
" Amazon Translate\n",
" <span>\n",
" Natural and fluent language translation\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/transcribe/?nc2=h_ql_prod_ml_ts\">\n",
" Amazon Transcribe\n",
" <span>\n",
" Automatic speech recognition\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/machine-learning/amis/?nc2=h_ql_prod_ml_amis\">\n",
" AWS Deep Learning AMIs\n",
" <span>\n",
" Deep learning on Amazon EC2\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/machine-learning/containers/?nc2=h_ql_prod_ml_con\">\n",
" AWS Deep Learning Containers\n",
" <span>\n",
" Docker images for deep learning\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/deepcomposer/?nc2=h_ql_prod_ml_dc\">\n",
" AWS DeepComposer\n",
" <span>\n",
" ML enabled musical keyboard\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/deeplens/?nc2=h_ql_prod_ml_dl\">\n",
" AWS DeepLens\n",
" <span>\n",
" Deep learning enabled video camera\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/deepracer/?nc2=h_ql_prod_ml_dr\">\n",
" AWS DeepRacer\n",
" <span>\n",
" Autonomous 1/18th scale race car, driven by ML\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/machine-learning/inferentia/?nc2=h_ql_prod_ml_inf\">\n",
" AWS Inferentia\n",
" <span>\n",
" Machine learning inference chip\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/panorama/?nc2=h_ql_prod_ml_pan\">\n",
" AWS Panorama (Preview)\n",
" <span>\n",
" Improve operations with computer vision at the edge\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/mxnet/?nc2=h_ql_prod_ml_mxn\">\n",
" Apache MXNet on AWS\n",
" <span>\n",
" Scalable, open-source deep learning framework\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/pytorch/?nc2=h_ql_prod_ml_pt\">\n",
" PyTorch on AWS\n",
" <span>\n",
" Flexible open-source machine learning framework\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/tensorflow/?nc2=h_ql_prod_ml_tf\">\n",
" TensorFlow on AWS\n",
" <span>\n",
" Open-source machine intelligence library\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/machine-learning/?nc2=h_ql_prod_ml_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs on Machine Learning\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_ml_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Machine Learning on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ml_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ml_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ml_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ml_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"6388ba29-3a42-4657-b0b1-3fac371c2ce3\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"management_governance\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-management\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/management-tools/?nc2=h_ql_prod_mg_man\">\n",
" Management &amp; Governance\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudwatch/?nc2=h_ql_prod_mg_cw\">\n",
" Amazon CloudWatch\n",
" <span>\n",
" Monitor resources and applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/grafana/?nc2=h_ql_prod_mg_gf\">\n",
" Amazon Managed Service for Grafana (Preview)\n",
" <span>\n",
" Powerful interactive data visualizations\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/prometheus/?nc2=h_ql_prod_mg_pro\">\n",
" Amazon Managed Service for Prometheus (Preview)\n",
" <span>\n",
" Highly available, secure monitoring for containers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/autoscaling/?nc2=h_ql_prod_mg_as\">\n",
" AWS Auto Scaling\n",
" <span>\n",
" Scale multiple resources to meet demand\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/chatbot/?nc2=h_ql_prod_mg_cb\">\n",
" AWS Chatbot\n",
" <span>\n",
" ChatOps for AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudformation/?nc2=h_ql_prod_mg_cf\">\n",
" AWS CloudFormation\n",
" <span>\n",
" Create and manage resources with templates\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudtrail/?nc2=h_ql_prod_mg_ct\">\n",
" AWS CloudTrail\n",
" <span>\n",
" Track user activity and API usage\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cli/?nc2=h_ql_prod_mg_cli\">\n",
" AWS Command Line Interface\n",
" <span>\n",
" Unified tool to manage AWS services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/compute-optimizer/?nc2=h_ql_prod_mg_opt\">\n",
" AWS Compute Optimizer\n",
" <span>\n",
" Identify optimal AWS Compute resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/config/?nc2=h_ql_prod_mg_con\">\n",
" AWS Config\n",
" <span>\n",
" Track resources inventory and changes\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/controltower/?nc2=h_ql_prod_mg_ct\">\n",
" AWS Control Tower\n",
" <span>\n",
" Set up and govern a secure, compliant multi-account environment\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/console/mobile/?nc2=h_ql_prod_mg_cma\">\n",
" AWS Console Mobile Application\n",
" <span>\n",
" Access resources on the go\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/otel/?nc2=h_ql_prod_mg_ot\">\n",
" AWS Distro for OpenTelemetry (Preview)\n",
" <span>\n",
" Collect correlated metrics and traces\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/license-manager/?nc2=h_ql_prod_mg_lm\">\n",
" AWS License Manager\n",
" <span>\n",
" Track, manage, and control licenses\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/console/?nc2=h_ql_prod_mg_mc\">\n",
" AWS Management Console\n",
" <span>\n",
" Web-based user interface\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_mg_ms\">\n",
" AWS Managed Services\n",
" <span>\n",
" Infrastructure operations management for AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/opsworks/?nc2=h_ql_prod_mg_ow\">\n",
" AWS OpsWorks\n",
" <span>\n",
" Automate operations with Chef and Puppet\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/organizations/?nc2=h_ql_prod_mg_org\">\n",
" AWS Organizations\n",
" <span>\n",
" Central governance and management across AWS accounts\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/premiumsupport/technology/personal-health-dashboard/?nc2=h_ql_prod_mg_phd\">\n",
" AWS Personal Health Dashboard\n",
" <span>\n",
" Personalized view of AWS service health\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/proton/?nc2=h_ql_prod_mg_pro\">\n",
" AWS Proton\n",
" <span>\n",
" Automated management for container and serverless deployment\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/servicecatalog/?nc2=h_ql_prod_mg_sc\">\n",
" AWS Service Catalog\n",
" <span>\n",
" Create and use standardized products\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/systems-manager/?nc2=h_ql_prod_mg_sm\">\n",
" AWS Systems Manager\n",
" <span>\n",
" Gain operational insights and take action\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/premiumsupport/technology/trusted-advisor/?nc2=h_ql_prod_mg_ta\">\n",
" AWS Trusted Advisor\n",
" <span>\n",
" Optimize performance and security\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/well-architected-tool/?nc2=h_ql_prod_mg_wat\">\n",
" AWS Well-Architected Tool\n",
" <span>\n",
" Review and improve your workloads\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_mg_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Management &amp; Governance on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/mt/?nc2=h_ql_prod_mg_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs on Management Tools\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_mg_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_mg_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_mg_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_mg_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"0118eb49-9644-41d3-bf16-9ef953b2e60b\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"media_services\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-media\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/media-services/?nc2=h_ql_prod_ms_med\">\n",
" Media Services\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/elastictranscoder/?nc2=h_ql_prod_ms_et\">\n",
" Amazon Elastic Transcoder\n",
" <span>\n",
" Easy-to-use scalable media transcoding\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ivs/?nc2=h_ql_prod_ms_ivs\">\n",
" Amazon Interactive Video Service\n",
" <span>\n",
" Managed live video solution\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/kinesis/video-streams/?nc2=h_ql_prod_ms_kvs\">\n",
" Amazon Kinesis Video Streams\n",
" <span>\n",
" Process and analyze video streams\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/nimble-studio/?nc2=h_ql_prod_ms_ns\">\n",
" Amazon Nimble Studio\n",
" <span>\n",
" Build a digital content creation studio\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/mediaconnect/?nc2=h_ql_prod_ms_emc\">\n",
" AWS Elemental MediaConnect\n",
" <span>\n",
" Reliable and secure live video transport\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/mediaconvert/?nc2=h_ql_prod_ms_emcv\">\n",
" AWS Elemental MediaConvert\n",
" <span>\n",
" Convert file-based video content\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/medialive/?nc2=h_ql_prod_ms_eml\">\n",
" AWS Elemental MediaLive\n",
" <span>\n",
" Convert live video content\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/mediapackage/?nc2=h_ql_prod_ms_emp\">\n",
" AWS Elemental MediaPackage\n",
" <span>\n",
" Video origination and packaging\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/mediastore/?nc2=h_ql_prod_ms_ems\">\n",
" AWS Elemental MediaStore\n",
" <span>\n",
" Media storage and simple http origin\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/mediatailor/?nc2=h_ql_prod_ms_emt\">\n",
" AWS Elemental MediaTailor\n",
" <span>\n",
" Video personalization and monetization\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/elemental-appliances-software/?nc2=h_ql_prod_ms_eas\">\n",
" AWS Elemental Appliances &amp; Software\n",
" <span>\n",
" On-premises media solutions\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/media/?nc2=h_ql_prod_ms_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest posts from the AWS Media blog\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_ms_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for AWS Media Services\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ms_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ms_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ms_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ms_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"66768c22-c470-429b-a09b-9c6999c93abb\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"migration_transfer\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-migration\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/migration-and-transfer/?nc2=h_ql_prod_mt_mig\">\n",
" Migration &amp; Transfer\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/migration-hub/?nc2=h_ql_prod_mt_mh\">\n",
" AWS Migration Hub\n",
" <span>\n",
" Track migrations from a single place\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/application-discovery/?nc2=h_ql_prod_mt_ads\">\n",
" AWS Application Discovery Service\n",
" <span>\n",
" Discover on-premises applications to streamline migration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/application-migration-service/?nc2=h_ql_prod_mt_ams\">\n",
" AWS Application Migration Service (CloudEndure Migration)\n",
" <span>\n",
" Automated lift-and-shift migration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/dms/?nc2=h_ql_prod_mt_dbms\">\n",
" AWS Database Migration Service\n",
" <span>\n",
" Migrate databases with minimal downtime\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/datasync/?nc2=h_ql_prod_mt_ds\">\n",
" AWS DataSync\n",
" <span>\n",
" Simple, fast, online data transfer\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/server-migration-service/?nc2=h_ql_prod_mt_sms\">\n",
" AWS Server Migration Service\n",
" <span>\n",
" Migrate on-premises servers to AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/snow/?nc2=h_ql_prod_mt_sno\">\n",
" AWS Snow Family\n",
" <span>\n",
" Physical devices to migrate data into and out of AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/aws-transfer-family/?nc2=h_ql_prod_mt_sftp\">\n",
" AWS Transfer Family\n",
" <span>\n",
" Fully managed SFTP, FTPS, and FTP service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/migration-evaluator/?nc2=h_ql_prod_mt_tso\">\n",
" Migration Evaluator (Formerly TSO Logic)\n",
" <span>\n",
" Create a business case for cloud migration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/enterprise-strategy/?nc2=h_ql_prod_mt_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs on Enterprise Strategy\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_mt_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Migration on AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_mt_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_mt_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_mt_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_mt_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"c4fb235b-4f9a-44e3-969e-0259ef8a2070\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"networking_content_delivery\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-ncd\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/networking/?nc2=h_ql_prod_nt_ncd\">\n",
" Networking &amp; Content Delivery\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/vpc/?nc2=h_ql_prod_nt_avpc\">\n",
" Amazon VPC\n",
" <span>\n",
" Isolated cloud resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/api-gateway/?nc2=h_ql_prod_nt_apig\">\n",
" Amazon API Gateway\n",
" <span>\n",
" Build, deploy, and manage APIs\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudfront/?nc2=h_ql_prod_nt_cf\">\n",
" Amazon CloudFront\n",
" <span>\n",
" Global content delivery network\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/route53/?nc2=h_ql_prod_nt_r53\">\n",
" Amazon Route 53\n",
" <span>\n",
" Scalable domain name system (DNS)\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/app-mesh/?nc2=h_ql_prod_nt_appm\">\n",
" AWS App Mesh\n",
" <span>\n",
" Monitor and control microservices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloud-map/?nc2=h_ql_prod_nt_cm\">\n",
" AWS Cloud Map\n",
" <span>\n",
" Service discovery for cloud resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/directconnect/?nc2=h_ql_prod_nt_dc\">\n",
" AWS Direct Connect\n",
" <span>\n",
" Dedicated network connection to AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/global-accelerator/?nc2=h_ql_prod_nt_gla\">\n",
" AWS Global Accelerator\n",
" <span>\n",
" Improve application availability and performance\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/privatelink/?nc2=h_ql_prod_nt_pl\">\n",
" AWS PrivateLink\n",
" <span>\n",
" Securely access services hosted on AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/transit-gateway/?nc2=h_ql_prod_nt_tg\">\n",
" AWS Transit Gateway\n",
" <span>\n",
" Easily scale VPC and account connections\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/vpn/?nc2=h_ql_prod_nt_avpn\">\n",
" AWS VPN\n",
" <span>\n",
" Securely access your network resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/elasticloadbalancing/?nc2=h_ql_prod_nt_elb\">\n",
" Elastic Load Balancing (ELB)\n",
" <span>\n",
" Distribute incoming traffic across multiple targets\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/networking-and-content-delivery/?nc2=h_ql_prod_nt_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest blogs on Networking and Content Delivery\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_prod_nt_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What's New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See announcements for Networking and Content Delivery\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_nt_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_nt_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_nt_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_nt_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"451f08ae-2dc6-445b-8c4e-5397369d0707\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"robotics\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-quantum\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/braket/?nc2=h_ql_prod_qt\">\n",
" Quantum Technologies\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/braket/?nc2=h_ql_prod_qt_br\">\n",
" Amazon Braket\n",
" <span>\n",
" Explore and experiment with quantum computing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/quantum-solutions-lab/?nc2=h_ql_prod_qt_qsl\">\n",
" Amazon Quantum Solutions Lab\n",
" <span>\n",
" Collaborate with quantum computing experts\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/aws/amazon-braket-get-started-with-quantum-computing/?nc2=h_ql_prod_ro_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Jeff Barr's Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read Jeff's take on Quantum Technologies\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/braket/faqs/?nc2=h_ql_prod_ro_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" FAQs\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Learn more about Amazon Braket and quantum technologies\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ro_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ro_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ro_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ro_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"f153e133-b91b-4d63-8948-c77f5578becf\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"robotics\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-robotics\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/robomaker/?nc2=h_ql_prod_ro_r\">\n",
" Robotics\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/robomaker/?nc2=h_ql_prod_ro_rm\">\n",
" AWS RoboMaker\n",
" <span>\n",
" Develop, test, and deploy robotics applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/aws/aws-robomaker-develop-test-deploy-and-manage-intelligent-robotics-apps/?nc2=h_ql_prod_ro_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Develop and deploy a robotics app step-by-step\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/robomaker/resources/?nc2=h_ql_prod_ro_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Resource Center\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find resources to get started with AWS RoboMaker\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ro_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ro_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ro_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ro_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"d4d07799-980e-47c4-b445-1df99170d59a\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"satellite\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-satellite\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/ground-station/?nc2=h_ql_prod_sa_s\">\n",
" Satellite\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ground-station/?nc2=h_ql_prod_sa_ags\">\n",
" AWS Ground Station\n",
" <span>\n",
" Fully managed ground station as a service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/aws/aws-ground-station-ingest-and-process-data-from-orbiting-satellites/?nc2=h_ql_prod_sa_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Blog\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read about ingesting and processing data from satellites\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/ground-station/faqs/?nc2=h_ql_prod_sa_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" FAQs\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find answers to common questions about AWS Ground Station\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_sa_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_sa_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_sa_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_sa_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"efbd4f61-1591-431f-87c1-a40770e5a18b\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"security_identity_compliance\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-security\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/security/?nc2=h_ql_prod_se_ic\">\n",
" Security, Identity, &amp; Compliance\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iam/?nc2=h_ql_prod_se_iam\">\n",
" AWS Identity and Access Management (IAM)\n",
" <span>\n",
" Securely manage access to services and resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cognito/?nc2=h_ql_prod_se_cog\">\n",
" Amazon Cognito\n",
" <span>\n",
" Identity management for your apps\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/detective/?nc2=h_ql_prod_se_ad\">\n",
" Amazon Detective\n",
" <span>\n",
" Investigate potential security issues\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/guardduty/?nc2=h_ql_prod_se_gd\">\n",
" Amazon GuardDuty\n",
" <span>\n",
" Managed threat detection service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/inspector/?nc2=h_ql_prod_se_in\">\n",
" Amazon Inspector\n",
" <span>\n",
" Analyze application security\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/macie/?nc2=h_ql_prod_se_ma\">\n",
" Amazon Macie\n",
" <span>\n",
" Discover and protect your sensitive data at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/artifact/?nc2=h_ql_prod_se_ar\">\n",
" AWS Artifact\n",
" <span>\n",
" On-demand access to AWS’ compliance reports\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/audit-manager/?nc2=h_ql_prod_se_aud\">\n",
" AWS Audit Manager\n",
" <span>\n",
" Continuously audit your AWS usage\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/certificate-manager/?nc2=h_ql_prod_se_cm\">\n",
" AWS Certificate Manager\n",
" <span>\n",
" Provision, manage, and deploy SSL/TLS certificates\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudhsm/?nc2=h_ql_prod_se_chsm\">\n",
" AWS CloudHSM\n",
" <span>\n",
" Hardware-based key storage for regulatory compliance\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/directoryservice/?nc2=h_ql_prod_se_ds\">\n",
" AWS Directory Service\n",
" <span>\n",
" Host and manage active directory\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/firewall-manager/?nc2=h_ql_prod_se_fm\">\n",
" AWS Firewall Manager\n",
" <span>\n",
" Central management of firewall rules\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/kms/?nc2=h_ql_prod_se_kms\">\n",
" AWS Key Management Service\n",
" <span>\n",
" Managed creation and control of encryption keys\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/network-firewall/?nc2=h_ql_prod_se_netf\">\n",
" AWS Network Firewall\n",
" <span>\n",
" Network security to protect your VPCs\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ram/?nc2=h_ql_prod_se_ram\">\n",
" AWS Resource Access Manager\n",
" <span>\n",
" Simple, secure service to share AWS resources\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/secrets-manager/?nc2=h_ql_prod_se_sm\">\n",
" AWS Secrets Manager\n",
" <span>\n",
" Rotate, manage, and retrieve secrets\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/security-hub/?nc2=h_ql_prod_se_sh\">\n",
" AWS Security Hub\n",
" <span>\n",
" Unified security and compliance center\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/shield/?nc2=h_ql_prod_se_shi\">\n",
" AWS Shield\n",
" <span>\n",
" DDoS protection\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/single-sign-on/?nc2=h_ql_prod_se_sso\">\n",
" AWS Single Sign-On\n",
" <span>\n",
" Cloud single sign-on (SSO) service\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/waf/?nc2=h_ql_prod_se_waf\">\n",
" AWS WAF\n",
" <span>\n",
" Filter malicious web traffic\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/compliance/?nc2=h_ql_prod_se_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Learn\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Learn about AWS Compliance offerings\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/security/security-resources/?nc2=h_ql_prod_se_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Resource Center\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find resources and articles on Cloud Security\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_se_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_se_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_se_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_se_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"7d2cc1b0-cb51-4c42-9106-c95f26963ea3\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"awswt-71\" data-da-so-version=\"storage-a\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-serverless\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/serverless/?nc2=h_ql_prod_serv_s\">\n",
" Serverless\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/lambda/?nc2=h_ql_prod_serv_lbd\">\n",
" AWS Lambda\n",
" <span>\n",
" Run code without thinking about servers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/api-gateway/?nc2=h_ql_prod_serv_apig\">\n",
" Amazon API Gateway\n",
" <span>\n",
" Build, deploy, and manage API's\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/dynamodb/?nc2=h_ql_prod_serv_ddb\">\n",
" Amazon DynamoDB\n",
" <span>\n",
" Managed NoSQL database\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/eventbridge/?nc2=h_ql_prod_serv_eb\">\n",
" Amazon EventBridge\n",
" <span>\n",
" Serverless event bus for SaaS apps &amp; AWS services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sns/?nc2=h_ql_prod_serv_sns\">\n",
" Amazon Simple Notification Service (SNS)\n",
" <span>\n",
" Pub/sub, SMS, email, and mobile push notifications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sqs/?nc2=h_ql_prod_serv_sqs\">\n",
" Amazon Simple Queue Service (SQS)\n",
" <span>\n",
" Managed message queues\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/s3/?nc2=h_ql_prod_serv_s3\">\n",
" Amazon Simple Storage Service (S3)\n",
" <span>\n",
" Scalable storage in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/appsync/?nc2=h_ql_prod_serv_apps\">\n",
" AWS AppSync\n",
" <span>\n",
" Power your apps with the right data from many sources, at scale\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/fargate/?nc2=h_ql_prod_serv_far\">\n",
" AWS Fargate\n",
" <span>\n",
" Serverless compute for containers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/step-functions/?nc2=h_ql_prod_serv_stf\">\n",
" AWS Step Functions\n",
" <span>\n",
" Coordination for distributed applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/about-aws/whats-new/?nc2=h_ql_prod_st_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What’s New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See recent announcements from AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/?nc2=h_ql_prod_st_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Blogs\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest AWS news on blogs\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_st_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_st_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_st_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_st_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"e2a3fe71-abc9-4f44-abf2-6970d14950f8\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"storage\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-storage\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/products/storage/?nc2=h_ql_prod_st_s\">\n",
" Storage\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/s3/?nc2=h_ql_prod_st_s3\">\n",
" Amazon Simple Storage Service (S3)\n",
" <span>\n",
" Scalable storage in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ebs/?nc2=h_ql_prod_st_ebs\">\n",
" Amazon Elastic Block Store (EBS)\n",
" <span>\n",
" EC2 block storage volumes\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/efs/?nc2=h_ql_prod_st_efs\">\n",
" Amazon Elastic File System (EFS)\n",
" <span>\n",
" Fully managed file system for EC2\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/fsx/lustre/?nc2=h_ql_prod_st_fsxl\">\n",
" Amazon FSx for Lustre\n",
" <span>\n",
" High-performance file system integrated with S3\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/fsx/windows/?nc2=h_ql_prod_st_fsxw\">\n",
" Amazon FSx for Windows File Server\n",
" <span>\n",
" Fully managed Windows native file system\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/glacier/?nc2=h_ql_prod_st_s3g\">\n",
" Amazon S3 Glacier\n",
" <span>\n",
" Low-cost archive storage in the cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/backup/?nc2=h_ql_prod_st_bu\">\n",
" AWS Backup\n",
" <span>\n",
" Centralized backup across AWS services\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/snow/?nc2=h_ql_prod_st_sf\">\n",
" AWS Snow Family\n",
" <span>\n",
" Physical edge computing and storage devices for rugged or disconnected environments\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/storagegateway/?nc2=h_ql_prod_st_sg\">\n",
" AWS Storage Gateway\n",
" <span>\n",
" Hybrid storage integration\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudendure-disaster-recovery/?nc2=h_ql_prod_st_cedr\">\n",
" CloudEndure Disaster Recovery\n",
" <span>\n",
" Highly automated disaster recovery\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/about-aws/whats-new/storage/?nc2=h_ql_prod_st_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" What’s New on AWS\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" See recent announcements for AWS Storage\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/blogs/storage/?nc2=h_ql_prod_st_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Storage Blogs\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read the latest AWS Storage blogs\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_st_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_st_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_st_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_st_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"2fa99976-aacc-4f65-8945-467393961740\" data-da-so-category=\"products\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"arvr\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" id=\"products-arvr\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/sumerian/?nc2=h_ql_prod_ar_arvr\">\n",
" AR &amp; VR\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/sumerian/?nc2=h_ql_prod_ar_sum\">\n",
" Amazon Sumerian\n",
" <span>\n",
" Build and run AR and VR applications\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://www.youtube.com/playlist?list=PLhr1KZpdzukfBlfGVV966wxxQJOpAFnS-&amp;nc2=h_ql_prod_ar_r1\" rel=\"noopener\" target=\"_blank\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Video\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Watch the Amazon Sumerian intro video and see our full collection of how-to videos\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://docs.sumerian.amazonaws.com/?nc2=h_ql_prod_ar_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Documentation\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find documentation and resources for Amazon Sumerian\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-header\">\n",
" Customer Enablement\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_prod_ar_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS IQ\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Complete your projects faster with help from AWS Certified third-party experts\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_prod_ar_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Managed Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Operate your AWS infrastructure for you\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_prod_ar_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Professional Services\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Accelerate your business outcomes with AWS\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_prod_ar_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training and Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build and validate your skills and technical expertise\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-sidebar-panel\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-solutions\">\n",
" <div class=\"m-nav-sidebar-menu\">\n",
" <div class=\"data-attr-wrapper m-nav-panel-link\" data-da-elem-id=\"7bd2499c-9022-4429-9348-4fcd7bad1fff\" data-da-so-category=\"solutions\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"use_case\" data-da-type=\"so\">\n",
" <a data-sidebar=\"solutions-usecase\" href=\"#\">\n",
" By Use Case\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"solutions-industry\" href=\"#\">\n",
" By Industry\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a data-sidebar=\"solutions-organization\" href=\"#\">\n",
" By Organization Type\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"e162a16f-9655-43d3-beab-d95db57887c6\" data-da-so-category=\"solutions\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"solutions\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" data-lb-comp-registered=\"true\" id=\"solutions-usecase\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"#\">\n",
" By Use Case\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/archive/?nc2=h_ql_sol_use_ar\">\n",
" Archiving\n",
" <span>\n",
" Affordable solutions for data archiving from gigabytes to petabytes\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/backup-restore/?nc2=h_ql_sol_use_bnr\">\n",
" Backup and Restore\n",
" <span>\n",
" Durable, cost-effective options for backup and disaster recovery\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/blockchain/?nc2=h_ql_sol_use_bc\">\n",
" Blockchain\n",
" <span>\n",
" Shared ledgers for trusted transactions among multiple parties\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloud-migration/?nc2=h_ql_sol_use_cm\">\n",
" Cloud Migration\n",
" <span>\n",
" Easily migrate apps and data to AWS\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/containers/?nc2=h_ql_sol_use_con\">\n",
" Containers\n",
" <span>\n",
" Fully managed services for every workload\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cloudfront/?nc2=h_ql_sol_use_cd\">\n",
" Content Delivery\n",
" <span>\n",
" Accelerate websites, APIs, and video content\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/solutions/database-migrations/?nc2=h_ql_sol_use_dbm\">\n",
" Database Migrations\n",
" <span>\n",
" Save time and cost by migrating to fully managed databases\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/big-data/datalakes-and-analytics/?nc2=h_ql_sol_use_dla\">\n",
" Data Lakes and Analytics\n",
" <span>\n",
" Comprehensive, secure, scalable, and cost-effective data lake and analytics solutions\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/devops/?nc2=h_ql_sol_use_dops\">\n",
" DevOps\n",
" <span>\n",
" Rapidly and reliably build and deliver products using DevOps practices\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/ecommerce-applications/?nc2=h_ql_sol_use_ecom\">\n",
" E-Commerce\n",
" <span>\n",
" Drive small or large e-commerce businesses with our secure and highly scalable solutions for online sales and retail\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/edge/?nc2=h_ql_sol_use_edg\">\n",
" Edge Computing\n",
" <span>\n",
" Move data processing and analysis as close to the end user as necessary\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/products/frontend-web-mobile/?nc2=h_ql_sol_use_ms\">\n",
" Front-End Web &amp; Mobile Development\n",
" <span>\n",
" Build and deploy secure, scalable mobile and web apps fast\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/hpc/?nc2=h_ql_sol_use_hpc\">\n",
" High Performance Computing\n",
" <span>\n",
" Enhanced networking and cloud-scale clusters for complex problems\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/hybrid/?nc2=h_ql_sol_use_hca\">\n",
" Hybrid Cloud Architectures\n",
" <span>\n",
" Extend your IT infrastructure to the AWS cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/iot/?nc2=h_ql_sol_use_iot\">\n",
" Internet of Things\n",
" <span>\n",
" Easily scale to billions of devices and trillions of messages\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/machine-learning/?nc2=h_ql_sol_use_ml\">\n",
" Machine Learning\n",
" <span>\n",
" Build with powerful services and platforms, and the broadest machine learning framework support anywhere\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/modern-apps/?nc2=h_ql_sol_use_mad\">\n",
" Modern Application Development\n",
" <span>\n",
" Develop and evolve applications through cycles of rapid innovation\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/remote-work-learning/?nc2=h_ql_sol_use_rem\">\n",
" Remote Work\n",
" <span>\n",
" AWS solutions for remote employees, contact center agents, and creative professionals\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/government-education/research-and-technical-computing/?nc2=h_ql_sol_use_scic\">\n",
" Scientific Computing\n",
" <span>\n",
" Analyze, store, and share massive data sets\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/serverless/?nc2=h_ql_sol_use_servc\">\n",
" Serverless Computing\n",
" <span>\n",
" Build and run applications without thinking about servers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/websites/?nc2=h_ql_sol_use_web\">\n",
" Websites\n",
" <span>\n",
" Reliable, highly scalable, and low cost website and web application hosting\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/solutions/?nc2=h_ql_sol_use_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Solutions\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Vetted, technical reference implementations designed to help you solve common problems and build faster\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/remote-work-learning/?nc2=h_ql_sol_use_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Remote Work\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find AWS solutions for remote employees, students, and contact center agents\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/covid-19/?nc2=h_ql_sol_use_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" COVID-19 Response\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Find the latest on how AWS is supporting our customers, partners, and communities during this time\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/architecture/well-architected/?nc2=h_ql_sol_use_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Well-Architected\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Learn, measure, and build using architectural best practices\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://pages.awscloud.com/iot-connected-home-ebook-internet-of-things.html?nc2=h_ql_sol_use_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" E-Book\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Download the Connected Home IoT E-Book\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/opensource/?nc2=h_ql_sol_use_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Open Source\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Open source projects and community\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"56aa7944-3561-4ef8-b45b-3e5df53ae9c6\" data-da-so-category=\"solutions\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"industry\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" data-lb-comp-registered=\"true\" id=\"solutions-industry\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/industries/?nc2=h_ql_sol_ind_id\">\n",
" By Industry\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/digital-marketing/?nc2=h_ql_sol_ind_dm\">\n",
" Advertising and Marketing\n",
" <span>\n",
" Reimagine data-driven marketing\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/automotive/?nc2=h_ql_sol_ind_au\">\n",
" Automotive\n",
" <span>\n",
" Build intelligent connected experiences and accelerate time to market for every touchpoint of the customer journey\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/cpg/?nc2=h_ql_sol_ind_cpg\">\n",
" Consumer Packaged Goods\n",
" <span>\n",
" Solutions to transform manufacturing, optimize end-to-end supply chain, and drive more profitable brand engagements and transformative interactions with brand consumers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/education/?nc2=h_ql_sol_ind_ed\">\n",
" Education\n",
" <span>\n",
" Solutions to help facilitate teaching, learning, student engagement, and better learning outcomes as well as modernize enterprise wide IT operations\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/energy/?nc2=h_ql_sol_ind_og\">\n",
" Energy\n",
" <span>\n",
" Revamp legacy operations and accelerate the development of innovative renewable energy business models\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/financial-services/?nc2=h_ql_sol_ind_fs\">\n",
" Financial Services\n",
" <span>\n",
" Develop secure and innovative solutions to increase customer and shareholder value\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/gametech/?nc2=h_ql_sol_ind_gt\">\n",
" Game Tech\n",
" <span>\n",
" Services to enable game development across all genres and platforms, from AAA games to small independent studios\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/government-education/government/?nc2=h_ql_sol_ind_gov\">\n",
" Government\n",
" <span>\n",
" Services designed to help government agencies modernize, meet mandates, reduce costs, drive efficiencies, and delivery mission outcomes\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/health/?nc2=h_ql_sol_ind_hcl\">\n",
" Healthcare and Life Sciences\n",
" <span>\n",
" Solutions for increasing the pace of innovation, data lifecycle management, incorporating new technology into care delivery, and improving security and compliance\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/manufacturing/?nc2=h_ql_sol_ind_man\">\n",
" Manufacturing\n",
" <span>\n",
" Optimize production and speed time-to-market\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/media/?nc2=h_ql_sol_ind_me\">\n",
" Media and Entertainment\n",
" <span>\n",
" Transform media &amp; entertainment with the most purpose-built capabilities and partner solutions of any cloud\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/government-education/nonprofits/?nc2=h_ql_sol_ind_np\">\n",
" Nonprofit\n",
" <span>\n",
" Services enabling more mission for the money to minimize costs and optimize scale and donor engagement to further nonprofits and NGO's serving their causes\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/power-and-utilities/?nc2=h_ql_sol_ind_pu\">\n",
" Power and Utilities\n",
" <span>\n",
" Solutions to extract deep insights from data to manage distributed energy networks and to deliver engaging new customer experiences\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/retail/?nc2=h_ql_sol_ind_rt\">\n",
" Retail\n",
" <span>\n",
" Cloud solutions that help retailers accelerate innovation, optimize operations, and delight customers\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/telecom/?nc2=h_ql_sol_ind_tc\">\n",
" Telecommunications\n",
" <span>\n",
" Accelerate innovation, scale with confidence, and add agility with cloud-based telecom solutions\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/travel-and-hospitality/?nc2=h_ql_sol_ind_trav\">\n",
" Travel and Hospitality\n",
" <span>\n",
" Solutions to help travel and hospitality companies gain a competitive edge by enhancing customer experiences and operational efficiency\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/architecture/well-architected/?nc2=h_ql_sol_ind_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Well-Architected\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Learn, measure, and build using architectural best practices\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/events/innovation-webinars/?trk=ep_card?nc2=h_ql_sol_ind_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Webinar\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Uninterrupted Innovation: talks about AI, IoT, and Machine Learning\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_sol_ind_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build your technical skills with free digital training\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/solutions/case-studies/?nc2=h_ql_sol_ind_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Customer Success\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Explore how AWS powers innovation for companies across all industries\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/certification/?nc2=h_ql_sol_ind_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Validate your technical expertise by getting AWS Certified\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/partners/training/?nc2=h_ql_sol_ind_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" APN Partner Training\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Deepen your knowledge of AWS to better serve your customers\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel-content\" data-da-elem-id=\"47316b96-4b2b-4820-b35e-f11cc495205d\" data-da-so-category=\"solutions\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"organization\" data-da-type=\"so\" data-lb-comp=\"global-nav-sidebar-item\" data-lb-comp-registered=\"true\" id=\"solutions-organization\">\n",
" <div class=\"m-nav-col-1\">\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"#\">\n",
" By Organization Type\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/enterprise/?nc2=h_ql_sol_org_en\">\n",
" Enterprise\n",
" <span>\n",
" Amazon Web Services delivers a mature set of services specifically designed for the unique security, compliance, privacy, and governance requirements of large organizations\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/startups/?nc2=h_ql_sol_org_su\">\n",
" Startups\n",
" <span>\n",
" From the spark of an idea, to your first customer, to IPO and beyond, let Amazon Web Services help you build and grow your startup\n",
" </span>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/government-education/?nc2=h_ql_sol_org_ps\">\n",
" Public Sector\n",
" <span>\n",
" Paving the way for innovation and supporting world- changing projects in government, education and nonprofit organizations\n",
" </span>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-col-2\">\n",
" <div class=\"m-nav-panel-header\">\n",
" Resources and Media\n",
" </div>\n",
" <div class=\"m-nav-resources\">\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/architecture/well-architected/?nc2=h_ql_sol_org_r1\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Well-Architected\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Learn, measure, and build using architectural best practices\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/partners/training/?nc2=h_ql_sol_org_r2\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" APN Partner Training\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Deepen your knowledge of AWS to better serve your customers\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/certification/?nc2=h_ql_sol_org_r3\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Certification\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Validate your technical expertise by getting AWS Certified\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/solutions/case-studies/?nc2=h_ql_sol_org_r4\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Customer Success\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Read how AWS powers innovation for all types of organizations\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_sol_org_r5\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" AWS Training\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Build your technical skills with free digital training\n",
" </div>\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-resources-item\">\n",
" <a href=\"https://aws.amazon.com/partners/find-a-partner/?nc2=h_ql_sol_org_r6\">\n",
" <div class=\"m-nav-resource-media-title\">\n",
" Partner Network\n",
" </div>\n",
" <div class=\"m-nav-resource-media-body-text\">\n",
" Work with a certified AWS expert\n",
" </div>\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"bf877fe3-ee80-46c1-bbe7-fbe74e9ab5a7\" data-da-so-category=\"pricing\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-pricing\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-vgutter-collapse lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"nav-illo_pricing_learn-more_120\" src=\"//d1.awsstatic.com/nav/Pricing/nav-illo_pricing_learn-more_120.7b38bc391a3855e61440fffc4478fe1ec29a8a0f.svg\" title=\"nav-illo_pricing_learn-more_120\"/>\n",
" </div>\n",
" </figure>\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Learn_About_AWS_Pricing\">\n",
" <a href=\"https://aws.amazon.com/pricing/?nc2=h_ql_pr_ln\">\n",
" Learn About AWS Pricing\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" With AWS, you pay only for the individual services you need for as long as you use them without requiring long-term contracts or complex licensing\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"nav-illo_pricing_free-tier_120\" src=\"//d1.awsstatic.com/nav/Pricing/nav-illo_pricing_free-tier_120.c97a7bc66fe2ed5fe4ace6898dda6783872228e6.svg\" title=\"nav-illo_pricing_free-tier_120\"/>\n",
" </div>\n",
" </figure>\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Free_Tier\">\n",
" <a href=\"https://aws.amazon.com/free/?nc2=h_ql_pr_ft\">\n",
" AWS Free Tier\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" AWS Free Tier includes offers that are always free, offers that expire 12 months following sign up, and short-term free trial offers\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"nav-illo_pricing_calculate_120\" src=\"//d1.awsstatic.com/nav/Pricing/nav-illo_pricing_calculate_120.9977d8038b43ca7de1c7ab826b152c1a9fa724d5.svg\" title=\"nav-illo_pricing_calculate_120\"/>\n",
" </div>\n",
" </figure>\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Pricing_Calculator\">\n",
" <a href=\"https://calculator.aws/#/?nc2=h_ql_pr_calc\">\n",
" AWS Pricing Calculator\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Estimate the cost for your architecture solution\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"nav-illo_pricing_optimize-costs_120\" src=\"//d1.awsstatic.com/nav/Pricing/nav-illo_pricing_optimize-costs_120.dfe87b8ff88164714e97a4a7444458b93b2cf64a.svg\" title=\"nav-illo_pricing_optimize-costs_120\"/>\n",
" </div>\n",
" </figure>\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Optimize_Your_Costs\">\n",
" <a href=\"https://aws.amazon.com/pricing/cost-optimization/?nc2=h_ql_pr_opt\">\n",
" Optimize Your Costs\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Learn what steps to take to effectively optimize your AWS costs\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"b139eea5-d588-4b37-bb65-8506634131ec\" data-da-so-category=\"documentation\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-documentation\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-vgutter-collapse lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <a href=\"https://docs.aws.amazon.com/index.html?nc2=h_ql_doc\">\n",
" <img alt=\"Documentation(2)\" src=\"//d1.awsstatic.com/nav/Documentation/Documentation(2).8b3525e9b9f3a446fc3be936048eded5397ad67f.svg\" title=\"Documentation(2)\"/>\n",
" </a>\n",
" </figure>\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Documentation\" style=\"color:#FFFFFF;\">\n",
" <a href=\"https://docs.aws.amazon.com/index.html?nc2=h_ql_doc_do\">\n",
" Documentation\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Find technical documentation for AWS services, SDKs and toolkits, use cases, scenarios, and tasks. Browse user guides, developer guides, tutorials, and API references\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://docs.aws.amazon.com/index.html?nc2=h_ql_doc_do_v\">\n",
" View all Documentation »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h5 class=\"lb-txt-none lb-none-v-margin lb-h5 lb-title\" id=\"View_documentation_for_popular_services\" style=\"color:#FFFFFF;\">\n",
" View documentation for popular services\n",
" </h5>\n",
" <div class=\"m-nav-icon-grid\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"Amazon EC2(1)\" src=\"//d1.awsstatic.com/nav/Documentation/Amazon EC2(1).55ac7ee73be34b4fa3aba610b7378902284d5f06.svg\" title=\"Amazon EC2(1)\"/>\n",
" </div>\n",
" </figure>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <a class=\"lb-txt-none lb-txt\" href=\"https://docs.aws.amazon.com/ec2/index.html?nc2=h_ql_doc_ec2\">\n",
" Amazon EC2\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"Amazon S3(1)\" src=\"//d1.awsstatic.com/nav/Documentation/Amazon S3(1).99b9f4778e25691260e882e7c65fe124c2652f32.svg\" title=\"Amazon S3(1)\"/>\n",
" </div>\n",
" </figure>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <a class=\"lb-txt-none lb-txt\" href=\"https://docs.aws.amazon.com/s3/index.html?nc2=h_ql_doc_s3\">\n",
" Amazon Simple Storage Service\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"AWS CLI(1)\" src=\"//d1.awsstatic.com/nav/Documentation/AWS CLI(1).cf16032f3f2987a078d9cc200536841dd2b37129.svg\" title=\"AWS CLI(1)\"/>\n",
" </div>\n",
" </figure>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <a class=\"lb-txt-none lb-txt\" href=\"https://docs.aws.amazon.com/cli/index.html?nc2=h_ql_doc_cli\">\n",
" AWS Command Line Interface (CLI)\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"Amazon CloudFront(1)\" src=\"//d1.awsstatic.com/nav/Documentation/Amazon CloudFront(1).55255afa7e8689e23d80a76e32001ae4d9011a06.svg\" title=\"Amazon CloudFront(1)\"/>\n",
" </div>\n",
" </figure>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <a class=\"lb-txt-none lb-txt\" href=\"https://docs.aws.amazon.com/cloudfront/index.html?nc2=h_ql_doc_cf\">\n",
" Amazon CloudFront\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"AWS IAM(1)\" src=\"//d1.awsstatic.com/nav/Documentation/AWS IAM(1).863b4c3ca2d724266153d309542b6169e0662d8a.svg\" title=\"AWS IAM(1)\"/>\n",
" </div>\n",
" </figure>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <a class=\"lb-txt-none lb-txt\" href=\"https://docs.aws.amazon.com/iam/index.html?nc2=h_ql_doc_iam\">\n",
" AWS Identity and Access Management\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"Amazon RDS(1)\" src=\"//d1.awsstatic.com/nav/Documentation/Amazon RDS(1).c72c724441b9f9467473174895cc925f0db62553.svg\" title=\"Amazon RDS(1)\"/>\n",
" </div>\n",
" </figure>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <a class=\"lb-txt-none lb-txt\" href=\"https://docs.aws.amazon.com/rds/index.html?nc2=h_ql_doc_rds\">\n",
" Amazon RDS\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"bf01568b-4853-4937-8057-559abce7dd84\" data-da-so-category=\"learn\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-learn\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-vgutter-collapse lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Introduction_to_AWS\">\n",
" <a href=\"https://aws.amazon.com/what-is-aws/?nc2=h_ql_le_int\">\n",
" Introduction to AWS\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/what-is-cloud-computing/?nc2=h_ql_le_int_cc\">\n",
" What is Cloud Computing »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/diversity-inclusion/?nc2=h_ql_le_int_ide\">\n",
" AWS Inclusion, Diversity &amp; Equity »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/about-aws/global-infrastructure/?nc2=h_ql_le_int_gi\">\n",
" AWS Global Infrastructure »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/china-gateway/?nc2=h_ql_le_int_cng\">\n",
" AWS China Gateway »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Getting_Started_with_AWS\">\n",
" <a href=\"https://aws.amazon.com/getting-started/?nc2=h_ql_le_gs\">\n",
" Getting Started with AWS\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/getting-started/hands-on/?nc2=h_ql_le_gs_t\">\n",
" Hands-on Tutorials »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/getting-started/#Get_to_Know_the_AWS_Cloud/?nc2=h_ql_le_gs_awsf\">\n",
" AWS Fundamentals »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/getting-started/?nc2=h_ql_le_gs_rc\">\n",
" Getting Started Resource Center »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Training_and_Certification\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_le_tc\">\n",
" Training and Certification\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_le_tc_t\">\n",
" AWS Training »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/certification/?nc2=h_ql_le_tc_c\">\n",
" AWS Certification »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/training/?nc2=h_ql_le_tc_pt\">\n",
" AWS Partner Training »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/training/restart/?nc2=h_ql_le_tc_rs\">\n",
" AWS re/Start »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/training/awsacademy/?nc2=h_ql_le_tc_ac\">\n",
" AWS Academy »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Developer_Center\">\n",
" <a href=\"https://aws.amazon.com/developer/?nc2=h_ql_le_dc\">\n",
" Developer Center\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/developer/?nc2=h_ql_le_dc_dcom\">\n",
" Explore the Developer Center »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/developer/community/?nc2=h_ql_le_dc_dcom\">\n",
" Developer Community »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/developer/tools/?nc2=h_ql_le_dc_tsdk\">\n",
" Tools and SDKs »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Architecture_Center\">\n",
" <a href=\"https://aws.amazon.com/architecture/?nc2=h_ql_le_arc\">\n",
" Architecture Center\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/architecture/?nc2=h_ql_le_abl\">\n",
" Explore architecture best practices »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/architecture/well-architected/?nc2=h_ql_le_wa\">\n",
" AWS Well-Architected »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"The_Amazon_Builders.27_Library\">\n",
" <a href=\"https://aws.amazon.com/builders-library/?nc2=h_ql_le_abl\">\n",
" The Amazon Builders' Library\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/builders-library/?nc2=h_ql_le_abl\">\n",
" Learn how Amazon builds and operates software »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Executive_Insights\">\n",
" <a href=\"https://aws.amazon.com/executive-insights/?nc2=h_ql_le_ex\">\n",
" AWS Executive Insights\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/executive-insights/cloud-strategy/?nc2=h_ql_le_ex_c\">\n",
" C-Suite: Strategy and Transformation »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/executive-insights/finance/?nc2=h_ql_le_ex_f\">\n",
" CFO: Finance and Investment »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/executive-insights/workforce/?nc2=h_ql_le_ex_w\">\n",
" CHRO: Workforce Transformation »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/executive-insights/security/?nc2=h_ql_le_ex_s\">\n",
" CISO: Security Leadership »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Customer_Success\">\n",
" <a href=\"https://aws.amazon.com/solutions/case-studies/?nc2=h_ql_le_css\">\n",
" Customer Success\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/solutions/case-studies/?nc2=h_ql_le_css_s\">\n",
" Success Stories and Case Studies »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"cdec3142-1c38-4e4a-b126-0634fbed34a7\" data-da-so-category=\"partner\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-partner\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-vgutter-collapse lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"About_the_Partner_Network\">\n",
" <a href=\"https://aws.amazon.com/partners/?nc2=h_ql_pa_ab\">\n",
" About the Partner Network\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\" style=\"padding-right:120px;\">\n",
" Learn how the AWS Partner Network (APN) helps build successful AWS-based businesses and solutions\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/webinars/partner-webinars/?nc2=h_ql_pa_ab_pw\">\n",
" Webinars with APN Partners »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/success/?nc2=h_ql_pa_ab_fp\">\n",
" Featured APN Partner and Customer Stories »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/tv/?nc2=h_ql_pa_ab_tv\">\n",
" Watch APN TV Videos »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Find_a_Partner\">\n",
" <a href=\"https://partners.amazonaws.com/?nc2=h_ql_pa_fi\" rel=\"noopener\" target=\"_blank\">\n",
" Find a Partner\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\" style=\"padding-right:120px;\">\n",
" Search, discover, and connect with trusted APN Partners to help you on your cloud journey\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/solutions/partners/?nc2=h_ql_pa_fi_cps\">\n",
" AWS Competency Partner Offerings »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/offerings/service-delivery/?nc2=h_ql_pa_fi_sd\">\n",
" AWS Service Delivery Partner Offerings »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/quickstart/?nc2=h_ql_pa_fi_qs\">\n",
" AWS Quick Starts »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/solutions/consulting-offers/?nc2=h_ql_pa_fi_co\">\n",
" AWS Solutions Consulting Offers »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Become_a_Partner\">\n",
" <a href=\"https://partnercentral.awspartner.com/AWS_Partner_Application?nc2=h_ql_pa_bep\">\n",
" Become a Partner\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\" style=\"padding-right:120px;\">\n",
" Discover the different partner types and benefits of becoming an APN Partner\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/consulting/?nc2=h_ql_pa_bep_cp\">\n",
" Become a Consulting Partner »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/technology/?nc2=h_ql_pa_bep_tp\">\n",
" Become a Technology Partner »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/success/?nc2=h_ql_pa_bep_pss\">\n",
" Partner Success Stories »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/saas-on-aws/?nc2=h_ql_pa_bep_saas\">\n",
" Build as SaaS »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Grow_as_a_Partner\">\n",
" <a href=\"https://aws.amazon.com/partners/programs/?nc2=h_ql_pa_gr\">\n",
" Grow as a Partner\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\" style=\"padding-right:120px;\">\n",
" Learn about program benefits, review requirements, and reference additional resources for APN Partners\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://partnercentral.awspartner.com/SiteLogin?nc2=h_ql_pa_gr_apn\">\n",
" Log into APN Partner Central »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/programs/?nc2=h_ql_pa_gr_pp\">\n",
" Join a Partner Program »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/competencies/?nc2=h_ql_pa_gr_comp\">\n",
" Earn an AWS Competency »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/training/?nc2=h_ql_pa_gr_tr\">\n",
" APN Partner Trainings and Certifications »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/resources/?nc2=h_ql_pa_gr_pres\">\n",
" Additional Partner Network Resources »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/partners/marketing/sponsorships/?nc2=h_ql_pa_gr_sponsor\">\n",
" Explore AWS Sponsorship Opportunities »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"650a3310-0c6e-4234-94e9-8ee1cc9c6ff4\" data-da-so-category=\"marketplace\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-marketplace\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Marketplace\">\n",
" <a href=\"https://aws.amazon.com/marketplace/?nc2=h_ql_mp_m\">\n",
" AWS Marketplace\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\" style=\"padding-right:50px;\">\n",
" AWS Marketplace is a curated digital catalog that makes it easy to find, test, buy, and deploy third-party software\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/mp/business-applications-store/?nc2=h_ql_mp_ws\">\n",
" Business Applications Store »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/mp/resources-hub/?nc2=h_ql_mp_res\">\n",
" Resources Library »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/awsmp-all-case-studies/?nc2=h_ql_mp_cust\">\n",
" Customer Success Stories »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/marketplace/search/results/?nc2=h_ql_mp_m_go\">\n",
" Browse AWS Marketplace »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Categories\">\n",
" <a href=\"https://aws.amazon.com/marketplace/search/results/?nc2=h_ql_mp_cat\">\n",
" Categories\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/b/2649367011/h_ql_mp_os\">\n",
" Operating Systems »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/b/2649363011?nc2=h_ql_mp_sec\">\n",
" Security »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/b/2649366011?nc2=h_ql_mp_net\">\n",
" Networking »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/b/2649386011/?nc2=h_ql_mp_sto\">\n",
" Storage »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/b/2649371011/?nc2=h_ql_mp_bi\">\n",
" Data Analytics »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/b/2649279011?nc2=h_ql_mp_dops\">\n",
" DevOps »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/marketplace/search/results/?nc2=h_ql_mp_cat_all\">\n",
" All Categories »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Solutions\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/?nc2=h_ql_mp_sol\">\n",
" Solutions\n",
" </a>\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/business-applications/?nc2=h_ql_mp_sol_ap\">\n",
" Business Applications »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/data-analytics/?nc2=h_ql_mp_sol_da\">\n",
" Data Analytics »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/security/?nc2=h_ql_mp_sol_sec\">\n",
" Security »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/financial-services/?nc2=h_ql_mp_sol_fi\">\n",
" Financial Services »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/healthcare//?nc2=h_ql_mp_sol_hc\">\n",
" Healthcare »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/public-sector//?nc2=h_ql_mp_sol_p\">\n",
" Public Sector »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-large\">\n",
" <a href=\"https://aws.amazon.com/marketplace/solutions/?nc2=h_ql_mp_sol_all\">\n",
" All Solutions »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-customer\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-vgutter-collapse lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <figure class=\"lb-svg\">\n",
" <div>\n",
" <img alt=\"Customer Enablement\" src=\"//d1.awsstatic.com/nav/CustomerEnablement/nav-illo_Category-Customer-Enablement_120.c33cec6cfa2e18333b440e2a776106d99e70f8b3.svg\" title=\"Customer Enablement\"/>\n",
" </div>\n",
" </figure>\n",
" <h3 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-txt-28 lb-h3 lb-title\" id=\"AWS_Customer_Enablement\">\n",
" <a href=\"https://aws.amazon.com/customer-enablement/?nc2=h_ql_ce_cust-a\">\n",
" AWS Customer Enablement\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt-16 lb-txt\">\n",
" Migrate and build faster in the cloud with AWS Customer Enablement services. Augment your team’s cloud skills with deep AWS expertise where, when, and how you need it\n",
" </div>\n",
" <div class=\"m-nav-panel-link\">\n",
" <a href=\"https://aws.amazon.com/customer-enablement/?nc2=h_ql_ce_cust_le-a\">\n",
" Learn about Customer Enablement services »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h4 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-txt-18 lb-h4 lb-title\" id=\"AWS_Support\">\n",
" <a href=\"https://aws.amazon.com/premiumsupport/?nc2=h_ql_ce_spt-a\">\n",
" AWS Support\n",
" </a>\n",
" </h4>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Break-fix, issue resolution, and proactive guidance\n",
" </div>\n",
" <h4 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-txt-18 lb-h4 lb-title\" id=\"AWS_Professional_Services\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_ce_ps-a\">\n",
" AWS Professional Services\n",
" </a>\n",
" </h4>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Accelerate your business outcomes\n",
" </div>\n",
" <h4 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-txt-18 lb-h4 lb-title\" id=\"AWS_IQ\">\n",
" <a href=\"https://aws.amazon.com/iq/?nc2=h_ql_ce_aiq-a\">\n",
" AWS IQ\n",
" </a>\n",
" </h4>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" On-demand help from AWS Certified third-party experts\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h4 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-txt-18 lb-h4 lb-title\" id=\"AWS_Training_and_Certification\">\n",
" <a href=\"https://aws.amazon.com/training/?nc2=h_ql_ce_tc-a\">\n",
" AWS Training and Certification\n",
" </a>\n",
" </h4>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Build skills and validate expertise\n",
" </div>\n",
" <h4 class=\"lb-txt-bold lb-txt-none lb-txt-white lb-txt-18 lb-h4 lb-title\" id=\"AWS_Managed_Services\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_ce_ms-a\">\n",
" AWS Managed Services\n",
" </a>\n",
" </h4>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Operate your AWS infrastructure on your behalf\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"c1d5c2ad-f378-4610-86c5-8a745dc20ff1\" data-da-so-category=\"learn\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-events\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-vgutter-collapse lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Events_and_Webinars\">\n",
" <a href=\"https://aws.amazon.com/events/explore-aws-events/?events-master-main.sort-by=item.additionalFields.startDateTime&amp;events-master-main.sort-order=asc&amp;awsf.events-master-location=*all&amp;awsf.events-master-type=type%23virtual\">\n",
" AWS Events and Webinars\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Bringing the cloud computing community together online and in-person to connect, collaborate, and learn from AWS experts\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/events/explore-aws-events/?events-master-main.sort-by=item.additionalFields.startDateTime&amp;events-master-main.sort-order=asc&amp;awsf.events-master-location=*all&amp;awsf.events-master-type=type%23virtual\">\n",
" Upcoming online events »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Summit_Online\">\n",
" <a data-trk-params='{\"trkOverrideWithQs\":true}' href=\"https://aws.amazon.com/events/summits/online/?nc2=h_ql_ev_inn\" rel=\"noopener\" target=\"_blank\">\n",
" AWS Summit Online\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" A series of free virtual events that bring the cloud computing community together to connect, collaborate, and learn about AWS\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/events/summits/online/?nc2=h_ql_ev_inn_reg\">\n",
" Learn more »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Innovate_Online_Conference\">\n",
" <a href=\"https://aws.amazon.com/events/innovate-online-conference/americas/?nc2=h_ql_ev_sum\">\n",
" AWS Innovate Online Conference\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" AI &amp; Machine Learning Edition: a free virtual event designed to inspire and empower you to accelerate your AI/ML journey\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/events/innovate-online-conference/americas/?nc2=h_ql_ev_sum_atn\">\n",
" Watch on-demand »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Online_Tech_Talks\">\n",
" <a href=\"https://aws.amazon.com/events/online-tech-talks/?nc2=h_ql_ev_ol&amp;trk=el_a131L0000058PvNQAU&amp;trkCampaign=WEBINARSERIES&amp;sc_channel=el&amp;sc_campaign=pac_2018-2019_exlinks_navbar_OTT_evergreen&amp;sc_outcome=Product_Adoption_Campaigns&amp;sc_geo=NAMER&amp;sc_country=mult&amp;events-master-ott.sort-by=item.additionalFields.startDateTime&amp;events-master-ott.sort-order=asc\">\n",
" Online Tech Talks\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Live online presentations covering a broad range of topics at varying technical levels\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/events/online-tech-talks/?nc2=h_ql_ev_ol_ott&amp;trk=el_a131L0000058PvNQAU&amp;trkCampaign=WEBINARSERIES&amp;sc_channel=el&amp;sc_campaign=pac_2018-2019_exlinks_navbar_OTT_evergreen&amp;sc_outcome=Product_Adoption_Campaigns&amp;sc_geo=NAMER&amp;sc_country=mult&amp;events-master-ott.sort-by=item.additionalFields.startDateTime&amp;events-master-ott.sort-order=asc\">\n",
" Online Tech Talks »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Public_Sector_Events\">\n",
" <a href=\"https://aws.amazon.com/government-education/events/?nc2=h_ql_ev_ps\">\n",
" Public Sector Events\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Register to attend one of our public sector events or connect with us at industry events around the world\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/government-education/events/?nc2=h_ql_ev_ps_bps\">\n",
" Browse Public Sector Events »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_Training_and_Certification_Events_and_Webinars\">\n",
" <a href=\"https://aws.amazon.com/training/events/?nc2=h_ql_ev_lf\">\n",
" AWS Training and Certification Events and Webinars\n",
" </a>\n",
" </h3>\n",
" <div class=\"lb-txt-none lb-txt\">\n",
" Online and in-person events that help the builders of today and tomorrow leverage the power of the AWS Cloud\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/training/events/?nc2=h_ql_ev_lny\">\n",
" Learn more »\n",
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" <div class=\"data-attr-wrapper m-nav-panel\" data-da-elem-id=\"2ae815a3-860b-452f-a2c6-5aa4b377cb75\" data-da-so-category=\"explore_more\" data-da-so-language=\"en\" data-da-so-name=\"globalnav\" data-da-so-type=\"viewport\" data-da-so-url=\"all\" data-da-so-version=\"main_panel\" data-da-type=\"so\" data-lb-comp=\"global-nav-panel\" data-lb-comp-registered=\"true\" id=\"m-nav-panel-more\">\n",
" <div class=\"lb-xb-grid-wrap\">\n",
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" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Stay_Connected\">\n",
" Stay Connected\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/blogs/?nc2=h_ql_exm_bl\">\n",
" AWS Blog »\n",
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" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/about-aws/events/?nc2=h_ql_exm_ev\">\n",
" Events and Webinars »\n",
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" <a href=\"https://aws.amazon.com/about-aws/in-the-news/?nc2=h_ql_exm_new\">\n",
" AWS in the News »\n",
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" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/new/?nc2=h_ql_exm_wn\">\n",
" What's New »\n",
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" <a href=\"https://reinvent.awsevents.com/?nc2=h_ql_exm_rein\">\n",
" re:Invent »\n",
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" <a href=\"https://press.aboutamazon.com/press-releases/aws/?nc2=h_ql_exm_pr\">\n",
" Press Releases »\n",
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" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Resources\">\n",
" Resources\n",
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" <a href=\"https://aws.amazon.com/resources/analyst-reports/?nc2=h_ql_exm_rep\">\n",
" Analyst Reports »\n",
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" <a href=\"https://aws.amazon.com/executive-insights/?nc2=h_ql_exm_exi\">\n",
" AWS Executive Insights »\n",
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" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/architecture/?nc2=h_ql_exm_arc\">\n",
" AWS Architecture Center »\n",
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" <a href=\"https://docs.aws.amazon.com/index.html?nc2=h_ql_exm_doc\">\n",
" Documentation »\n",
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" <a href=\"https://aws.amazon.com/whitepapers/?nc2=h_ql_exm_wp\">\n",
" AWS Whitepapers &amp; Guides »\n",
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" AWS Educate »\n",
" </a>\n",
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" <div class=\"lb-xbcol\">\n",
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" Helpful Links\n",
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" <a href=\"https://aws.amazon.com/premiumsupport/knowledge-center/?nc2=h_ql_exm_kc\">\n",
" Knowledge Center »\n",
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" <a href=\"https://aws.amazon.com/faqs/?nc2=h_ql_exm_faq\">\n",
" Technical Product FAQ's »\n",
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" <a href=\"https://console.aws.amazon.com/support/home/?nc2=h_ql_exm_cs\">\n",
" Customer Support Center »\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/premiumsupport/technology/personal-health-dashboard/?nc2=h_ql_exm_phd\">\n",
" AWS Personal Health Dashboard »\n",
" </a>\n",
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" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/how-to-buy/?nc2=h_ql_exm_pub\">\n",
" How to Buy AWS for Public Sectors »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xb-grid-wrap\">\n",
" <div class=\"lb-xb-grid lb-row-max-large lb-snap lb-tiny-xb-1 lb-small-xb-2 lb-mid-xb-3\">\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Professional_.26_Managed_Services\">\n",
" Professional &amp; Managed Services\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/professional-services/?nc2=h_ql_exm_pro\">\n",
" AWS Professional Services »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/managed-services/?nc2=h_ql_exm_man\">\n",
" AWS Managed Services »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"Support\">\n",
" Support\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/premiumsupport/compare-plans/?nc2=h_ql_exm_comp\">\n",
" Compare Support Plans »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/premiumsupport/knowledge-center/?nc2=h_ql_exm_vkc\">\n",
" Visit the Knowledge Center »\n",
" </a>\n",
" </div>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://aws.amazon.com/premiumsupport/?nc2=h_ql_exm_lmsu\">\n",
" Learn more about AWS Support »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" <div class=\"lb-xbcol\">\n",
" <h3 class=\"lb-txt-light lb-txt-none lb-txt-white lb-h3 lb-title\" id=\"AWS_is_Hiring\">\n",
" AWS is Hiring\n",
" </h3>\n",
" <div class=\"m-nav-panel-link m-nav-txt-small\">\n",
" <a href=\"https://www.amazon.jobs/aws\">\n",
" Careers at AWS »\n",
" </a>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" </div>\n",
" <div class=\"m-nav-panel-exits\" style=\"top: 101px;\">\n",
" </div>\n",
" <script class=\"tt-suggestion-tpl\" type=\"text/x-handlebars-template\">\n",
" <div>\n",
" <a href=\"{{primaryUrl}}\">\n",
" <div class=\"tt-title\">\n",
" {{cleanHTMLEntity title}}\n",
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" <div class=\"tt-btn\">Pricing</div>\n",
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" <div class=\"tt-header lb-txt-bold\">\n",
" <p>Products</p>\n",
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" <p>Related Pages</p>\n",
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" <p>Tutorials</p>\n",
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" <p>Blogs</p>\n",
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" <div class=\"tt-see-all\">\n",
" <a href=\"https://aws.amazon.com/search/?searchQuery={{ query }}\">See more results for \"{{ query }}\"&lrm;</a>\n",
" </div>\n",
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" </div>\n",
" <div class=\"m-nav-mobile\" id=\"m-nav-mobile\">\n",
" <div class=\"m-nav-mobile-header\" data-menu-url=\"https://s0.awsstatic.com/en_US/nav/v3/panel-content/mobile/index.html\" id=\"m-nav-mobile-header\">\n",
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" <a href=\"https://aws.amazon.com/?nc2=h_lg\">\n",
" <span>\n",
" Click here to return to Amazon Web Services homepage\n",
" </span>\n",
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" <div class=\"m-nav-mobile-button-group\">\n",
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" Products\n",
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" Featured Services\n",
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" <a href=\"https://aws.amazon.com/ec2/?nc2=h_mo\">\n",
" Amazon EC2\n",
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" <a href=\"https://aws.amazon.com/s3/?nc2=h_mo\">\n",
" Amazon Simple Storage Service (S3)\n",
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" <a href=\"https://aws.amazon.com/rds/aurora/?nc2=h_mo\">\n",
" Amazon Aurora\n",
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" <a href=\"https://aws.amazon.com/dynamodb/?nc2=h_mo\">\n",
" Amazon DynamoDB\n",
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" <a href=\"https://aws.amazon.com/rds/?nc2=h_mo\">\n",
" Amazon RDS\n",
" </a>\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/lambda/?nc2=h_mo\">\n",
" AWS Lambda\n",
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" <a href=\"https://aws.amazon.com/vpc/?nc2=h_mo\">\n",
" Amazon VPC\n",
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" <a href=\"https://aws.amazon.com/lightsail/?nc2=h_mo\">\n",
" Amazon Lightsail\n",
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" Amazon SageMaker\n",
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" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 120ms;\">\n",
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" Analytics\n",
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" <a href=\"https://aws.amazon.com/athena/?nc2=h_mo\">\n",
" Amazon Athena\n",
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" <a href=\"https://aws.amazon.com/cloudsearch/?nc2=h_mo\">\n",
" Amazon CloudSearch\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/elasticsearch-service/?nc2=h_mo\">\n",
" Amazon Elasticsearch Service\n",
" </a>\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/emr/?nc2=h_mo\">\n",
" Amazon EMR\n",
" </a>\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/finspace/?nc2=h_mo\">\n",
" Amazon FinSpace\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/kinesis/?nc2=h_mo\">\n",
" Amazon Kinesis\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/msk/?nc2=h_mo\">\n",
" Amazon Managed Streaming for Apache Kafka\n",
" </a>\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/redshift/?nc2=h_mo\">\n",
" Amazon Redshift\n",
" </a>\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/quicksight/?nc2=h_mo\">\n",
" Amazon QuickSight\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/data-exchange/?nc2=h_mo\">\n",
" AWS Data Exchange\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/datapipeline/?nc2=h_mo\">\n",
" AWS Data Pipeline\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/glue/?nc2=h_mo\">\n",
" AWS Glue\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/lake-formation/?nc2=h_mo\">\n",
" AWS Lake Formation\n",
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" </li>\n",
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" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 145ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Application Integration\n",
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" AWS Step Functions\n",
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" <a href=\"https://aws.amazon.com/appflow/?nc2=h_mo\">\n",
" Amazon AppFlow\n",
" </a>\n",
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" <a href=\"https://aws.amazon.com/eventbridge/?nc2=h_mo\">\n",
" Amazon EventBridge\n",
" </a>\n",
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" <li>\n",
" <a href=\"https://aws.amazon.com/managed-workflows-for-apache-airflow/?nc2=h_mo\">\n",
" Amazon Managed Workflows for Apache Airflow\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/amazon-mq/?nc2=h_mo\">\n",
" Amazon MQ\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/sqs/?nc2=h_mo\">\n",
" Amazon Simple Queue Service (SQS)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/sns/?nc2=h_mo\">\n",
" Amazon Simple Notification Service (SNS)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/appsync/?nc2=h_mo\">\n",
" AWS AppSync\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 170ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" AWS Cost Management\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/aws-cost-explorer/?nc2=h_mo\">\n",
" AWS Cost Explorer\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/aws-budgets/?nc2=h_mo\">\n",
" AWS Budgets\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/reserved-instance-reporting/?nc2=h_mo\">\n",
" Reserved Instance Reporting\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/aws-cost-management/aws-cost-and-usage-reporting/?nc2=h_mo\">\n",
" AWS Cost and Usage Report\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 195ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Blockchain\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/managed-blockchain/?nc2=h_mo\">\n",
" Amazon Managed Blockchain\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/qldb/?nc2=h_mo\">\n",
" Amazon Quantum Ledger Database (QLDB)\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 220ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Business Applications\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/connect/?nc2=h_mo\">\n",
" Amazon Connect\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/pinpoint/?nc2=h_mo\">\n",
" Amazon Pinpoint\n",
" </a>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\">\n",
" <a href=\"javascript:void(0)\">\n",
" Productivity Applications\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://www.honeycode.aws/?&amp;trk=el_a134p000003yC6YAAU&amp;trkCampaign=pac-edm-2020-honeycode-homepage&amp;sc_channel=el&amp;sc_campaign=pac-edm-2020-honeycode-website_links-adoption-aws_global_menu_products_link&amp;sc_outcome=Enterprise_Digital_Marketing&amp;sc_geo=NAMER&amp;sc_country=mult\">\n",
" Amazon Honeycode (Beta)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/chime/?nc2=h_mo\">\n",
" Amazon Chime\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/workdocs/?nc2=h_mo\">\n",
" Amazon WorkDocs\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/workmail/?nc2=h_mo\">\n",
" Amazon Workmail\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/alexaforbusiness/?nc2=h_mo\">\n",
" Alexa for Business\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\">\n",
" <a href=\"javascript:void(0)\">\n",
" Communication Developer Services\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/chime/chime-sdk/?nc2=h_mo\">\n",
" Amazon Chime SDK\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/ses/?nc2=h_mo\">\n",
" Amazon Simple Email Service (SES)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://docs.aws.amazon.com/pinpoint/latest/developerguide/welcome.html?nc2=h_mo\">\n",
" Amazon Pinpoint APIs\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/chime/voice-connector/?nc2=h_mo\">\n",
" Amazon Chime Voice Connector\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/workdocs/sdk/?nc2=h_mo\">\n",
" Amazon WorkDocs SDK\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 245ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Compute\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/ec2/?nc2=h_mo\">\n",
" Amazon EC2\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/ec2/autoscaling/?nc2=h_mo\">\n",
" Amazon EC2 Auto Scaling\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/lightsail/?nc2=h_mo\">\n",
" Amazon Lightsail\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/batch/?nc2=h_mo\">\n",
" AWS Batch\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/elasticbeanstalk/?nc2=h_mo\">\n",
" AWS Elastic Beanstalk\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/lambda/?nc2=h_mo\">\n",
" AWS Lambda\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/outposts/?nc2=h_mo\">\n",
" AWS Outposts\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/serverless/serverlessrepo/?nc2=h_mo\">\n",
" AWS Serverless Application Repository\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/snow/?nc2=h_mo\">\n",
" AWS Snow Family\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/wavelength/?nc2=h_mo\">\n",
" AWS Wavelength\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/vmware/?nc2=h_mo\">\n",
" VMWare Cloud on AWS\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 270ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Contact Center\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/connect/?nc2=h_mo\">\n",
" Amazon Connect\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 295ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Containers\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/ecr/?nc2=h_mo\">\n",
" Amazon Elastic Container Registry\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/ecs/?nc2=h_mo\">\n",
" Amazon Elastic Container Service (ECS)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/ecs/anywhere/?nc2=h_mo\">\n",
" Amazon ECS Anywhere\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/eks/?nc2=h_mo\">\n",
" Amazon Elastic Kubernetes Service (EKS)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/eks/eks-anywhere/?nc2=h_mo\">\n",
" Amazon EKS Anywhere (Coming Soon)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/eks/eks-distro/?nc2=h_mo\">\n",
" Amazon EKS Distro\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/app2container/?nc2=h_mo\">\n",
" AWS App2Container\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/containers/copilot/?nc2=h_mo\">\n",
" AWS Copilot\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/fargate/?nc2=h_mo\">\n",
" AWS Fargate\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/rosa/?nc2=h_mo\">\n",
" Red Hat OpenShift Service on AWS\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 320ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Database\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/rds/aurora/?nc2=h_mo\">\n",
" Amazon Aurora\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/rds/aurora/serverless/?nc2=h_mo\">\n",
" Amazon Aurora Serverless V2 (Preview)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/documentdb/?nc2=h_mo\">\n",
" Amazon DocumentDB (with MongoDB compatibility)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/dynamodb/?nc2=h_mo\">\n",
" Amazon DynamoDB\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/elasticache/?nc2=h_mo\">\n",
" Amazon ElastiCache\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/keyspaces/?nc2=h_mo\">\n",
" Amazon Keyspaces (for Apache Cassandra)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/neptune/?nc2=h_mo\">\n",
" Amazon Neptune\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/qldb/?nc2=h_mo\">\n",
" Amazon Quantum Ledger Database (QLDB)\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/rds/?nc2=h_mo\">\n",
" Amazon RDS\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/rds/vmware/?nc2=h_mo\">\n",
" Amazon RDS on VMware\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/redshift/?nc2=h_mo\">\n",
" Amazon Redshift\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/timestream/?nc2=h_mo\">\n",
" Amazon Timestream\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/dms/?nc2=h_mo\">\n",
" AWS Database Migration Service\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/glue/?nc2=h_mo\">\n",
" AWS Glue\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 345ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Developer Tools\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codeguru/?nc2=h_mo\">\n",
" Amazon CodeGuru\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/corretto/?nc2=h_mo\">\n",
" Amazon Corretto\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/cdk/?nc2=h_mo\">\n",
" AWS Cloud Development Kit\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/cloud9/?nc2=h_mo\">\n",
" AWS Cloud9\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/cloudshell/?nc2=h_mo\">\n",
" AWS CloudShell\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codeartifact/?nc2=h_mo\">\n",
" AWS CodeArtifact\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codebuild/?nc2=h_mo\">\n",
" AWS CodeBuild\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codecommit/?nc2=h_mo\">\n",
" AWS CodeCommit\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codedeploy/?nc2=h_mo\">\n",
" AWS CodeDeploy\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codepipeline/?nc2=h_mo\">\n",
" AWS CodePipeline\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codestar/?nc2=h_mo\">\n",
" AWS CodeStar\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/cli/?nc2=h_mo\">\n",
" AWS Command Line Interface\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/device-farm/?nc2=h_mo\">\n",
" AWS Device Farm\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/fis/?nc2=h_mo\">\n",
" AWS Fault Injection Simulator\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/getting-started/tools-sdks/?nc2=h_mo\">\n",
" AWS Tools and SDKs\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/xray/?nc2=h_mo\">\n",
" AWS X-Ray\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 370ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" End User Computing\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/workspaces/?nc2=h_mo\">\n",
" Amazon WorkSpaces\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/appstream2/?nc2=h_mo\">\n",
" Amazon AppStream 2.0\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/worklink/?nc2=h_mo\">\n",
" Amazon WorkLink\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 395ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Front-End Web &amp; Mobile\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/amplify/?nc2=h_mo\">\n",
" AWS Amplify\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/api-gateway/?nc2=h_mo\">\n",
" Amazon API Gateway\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/location/?nc2=h_mo\">\n",
" Amazon Location Service\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/pinpoint/?nc2=h_mo\">\n",
" Amazon Pinpoint\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/appsync/?nc2=h_mo\">\n",
" AWS AppSync\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/device-farm/?nc2=h_mo\">\n",
" AWS Device Farm\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 420ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Game Tech\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/gamelift/?nc2=h_mo\">\n",
" Amazon GameLift\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/lumberyard/?nc2=h_mo\">\n",
" Amazon Lumberyard\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 445ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Internet of Things\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-1-click/?nc2=h_mo\">\n",
" AWS IoT 1-Click\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-analytics/?nc2=h_mo\">\n",
" AWS IoT Analytics\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iotbutton/?nc2=h_mo\">\n",
" AWS IoT Button\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-core/?nc2=h_mo\">\n",
" AWS IoT Core\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-device-defender/?nc2=h_mo\">\n",
" AWS IoT Device Defender\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-device-management/?nc2=h_mo\">\n",
" AWS IoT Device Management\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot/edukit/?nc2=h_mo\">\n",
" AWS IoT EduKit\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-events/?nc2=h_mo\">\n",
" AWS IoT Events\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/greengrass/?nc2=h_mo\">\n",
" AWS IoT Greengrass\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-sitewise/?nc2=h_mo\">\n",
" AWS IoT SiteWise\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/iot-things-graph/?nc2=h_mo\">\n",
" AWS IoT Things Graph\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://devices.amazonaws.com/?nc2=h_mo\">\n",
" AWS Partner Device Catalog\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/freertos/?nc2=h_mo\">\n",
" FreeRTOS\n",
" </a>\n",
" </li>\n",
" </ul>\n",
" </li>\n",
" <li class=\"m-nav-mobile-link-parent\" style=\"transition-delay: 470ms;\">\n",
" <a href=\"javascript:void(0)\">\n",
" Machine Learning\n",
" </a>\n",
" <ul class=\"m-nav-mobile-links-child\">\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/sagemaker/?nc2=h_mo\">\n",
" Amazon SageMaker\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/augmented-ai/?nc2=h_mo\">\n",
" Amazon Augmented AI\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/codeguru/?nc2=h_mo\">\n",
" Amazon CodeGuru\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/comprehend/?nc2=h_mo\">\n",
" Amazon Comprehend\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/devops-guru/?nc2=h_mo\">\n",
" Amazon DevOps Guru\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/machine-learning/elastic-inference/?nc2=h_mo\">\n",
" Amazon Elastic Inference\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/forecast/?nc2=h_mo\">\n",
" Amazon Forecast\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/fraud-detector/?nc2=h_mo\">\n",
" Amazon Fraud Detector\n",
" </a>\n",
" </li>\n",
" <li>\n",
" <a href=\"https://aws.amazon.com/healthlake/?nc2=h_mo\">\n",
" Amazon HealthLake\n",
" </a>\n",
" </li>\n",
" <li>\n",
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