Owen Buckley thescientist13

The introduction to Reactive Programming you've been missing

This tutorial as a series of videos

If you prefer to watch video tutorials with live-coding, then check out this series I recorded with the same contents as in this article: Egghead.io - Introduction to Reactive Programming.

This is an incomplete, ever-changing curated list of content to assist people into the worlds of Data Science and Machine Learning. If you have a recommendation for something to add, please let me know. If something isn't here, it doesn't mean I don't recommend it, I just may not have had a chance to review it yet or not.

I will generally list things in order of easier to more formal/challenging content.

It may feel like there is an overwhelming amount of stuff for you to learn (because there is). But, there is a guided path that will get you there in time. You need to focus on Linear Algebra, Calculus, Statistics and probably Python (or R). Your best bet is to get a Safari Books Online account (https://www.safaribooksonline.com) which you may already have access to through school or work. If not, it is a reasonable way to get access to a tremendous number of books and videos.

I'm not saying you will get what you need out of everything here, but I have read/watched at least some of all of the following an

Note:

When this guide is more complete, the plan is to move it into Prepack documentation.
For now I put it out as a gist to gather initial feedback.

A Gentle Introduction to Prepack (Part 1)

If you're building JavaScript apps, you might already be familiar with some tools that compile JavaScript code to equivalent JavaScript code:

Babel lets you use newer JavaScript language features, and outputs equivalent code that targets older JavaScript engines.

Angular CLI version	Angular version	Node.js version	TypeScript version	RxJS version
~16.0.0	~16.0.0	^16.13.0 \|\| ^18.10.0	>=4.9.5 <5.1.0	^6.5.5 \|\| ^7.4.0
~15.2.0	~15.2.0	^14.20.0 \|\| ^16.13.0 \|\| ^18.10.0	>=4.8.4 <5.0.0	^6.5.5 \|\| ^7.4.0
~15.1.0	~15.1.0	^14.20.0 \|\| ^16.13.0 \|\| ^18.10.0	>=4.8.4 <5.0.0	^6.5.5 \|\| ^7.4.0
~15.0.5	~15.0.4	^14.20.0 \|\| ^16.13.0 \|\| ^18.10.0	~4.8.4	^6.5.5 \|\| ^7.4.0
~14.3.0	~14.3.0	^14.15.0 \|\| ^16.10.0	>=4.6.4 <4.9.0	^6.5.5 \|\| ^7.4.0
~14.2.0	~14.2.0	^14.15.0 \|\| ^16.10.0	>=4.6.4 <4.9.0	^6.5.5 \|\| ^7.4.0
~14.1.3	~14.1.3	^14.15.0 \|\| ^16.10.0	>=4.6.4 <4.8.0	^6.5.5 \|\| ^7.4.0
~14.0.7	~14.0.7	^14.15.0 \|\| ^16.10.0	>=4.6.4 <4.8.0	^6.5.5 \|\| ^7.4.0
~13.3.0	~13.3.0	^12.20.2 \|\| ^14.15.0 \|\| ^16.10.0	>=4.4.4 <4.7.0	^6.5.5 \|\| ^7.4.0

10 Things You Are Doing Wrong in your Web Components

Web Components enable custom element creation and sharing on a whole new level that has not really been seen to date but is so desperately needed. Developers of everything from simple webpages to complex applications are using Web Components to deliver new functionality, new behaviors, and new designs. Web Components are a big part of the future of the web.

There are lots of articles detailing how to build a basic Web Component, but almost no article details how to solve some of the gotchas once you start down that road. That's what this article serves to do; point out some of the things every Web Component developer is overlooking and to which they should probably be giving more consideration.

1). Not Using a Web Component Framework

The APIs which make up the Web Components standards (Custom Elements, ShadowDOM, etc) are intentionally low level APIs. As such they are not always the most clear or concise in their understandability. Additionally,

	/* json_storage.js
	* @danott
	* 26 APR 2011
	*
	* Building on a thread from Stack Overflow, override localStorage and sessionStorage's
	* getter and setter functions to allow for storing objects and arrays.
	*
	* Original thread:
	* http://stackoverflow.com/questions/2010892/storing-objects-in-html5-localstorage
	*/

	/**
	* Decorates the ui-bootstrap datepicker directive's controller to allow
	* refreshing the datepicker view (and rerunning invalid dates function)
	* upon an event trigger: `$scope.$broadcast('refreshDatepickers');`
	*
	* Works with inline and popup. Include this after `ui.bootstrap` js
	*/
	angular.module('ui.bootstrap.datepicker')
	.config(function($provide) {
	$provide.decorator('datepickerDirective', function($delegate) {

	<body>
	<div id="⚛️"></div>
	<script src="https://unpkg.com/[email protected]/umd/react.development.js"></script>
	<script src="https://unpkg.com/[email protected]/umd/react-dom.development.js"></script>
	<script src="https://unpkg.com/[email protected]/babel.js"></script>
	<script type="text/babel">
	ReactDOM.render(<div>Hello World!</div>, document.getElementById('⚛️'))
	</script>
	</body>

	import requests
	from PIL import Image
	from io import BytesIO
	import os
	import pandas as pd

	# get crosswalk dataset
	newport_crossings_url = 'https://raw.githubusercontent.com/NewportDataPortal/sidewalk-map/development/npt-sidewalk-street-intersections.geojson'
	crossing_response = requests.get(newport_crossings_url)
	crossing_json = crossing_response.json()