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Natural Language Processing and GenAI - AAI 520

Livro Texto: Speech and Language Processing - Dan Jurafsky and James H. Martin

Reading Resources and Modules

Module 1 :

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Book Reference: _Goodfellow, I., Bengio, Y, & Courville, A. (2016). Deep Learning. MIT Press._

Neural Networks and Deep Learning

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Text Book: _Agresti, A. & Kateri, M. (2022). Foundation of statistics for data scientists: With R and Python. CRC Press.

Probability and Statistics for AI

Module 1: Descriptive Statistics and Data Collection

_Agresti, A. & Kateri, M. (2022). Foundation of statistics for data scientists: With R and Python. CRC Press.

• Chapter 1
  • Python-Web-Appendix of Foundations of Statistics for Data Scientists
• B1.1-B1.5 (pages 5-12)

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Data Analytics and IoT - Readings

• Kapoor, A. (2019). Hands-on artificial intelligence for IoT: Expert machine learning and deep learning techniques for developing smarter IoT systems. Packt Publishing.

• Minteer, A. (2017). Analytics for the Internet of Things (IoT): Intelligent analytics for your intelligent devices. Packt Publishing.

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https://www.sympla.com.br/curso-de-inteligencia-artificial---school-of-ai-de-sao-paulo-040619-as-1830h__542758

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alias ls="ls -G"
alias grep="grep --colour=auto"

git_status() {
  untracked=$(git status | grep 'Untracked files' 2> /dev/null)
  if [ -n "$untracked" ]; then
    echo "☠"
  else

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 settings: ->
    content:
      text: @actions_content()
      title:
        text: " "
        button: "×"
    position:
      my: "right center"
      at: "left center"
    show:

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describe "User acessing website", """
  In order to easy accessing process
  As a user
  I can use my facebook account to connect to the website""" do

    context "When a user doesn't have a go2doc account" do
      context "Acessing the registration process with facebook" do
        before do
          visit root_path
          click_link "Facebook-login"

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Doctors update profile 
  In order to have an up to date public profile
  As a doctor
  I should be able to update my profile information
  When a registered doctor login and access the edit profile page
    and change his name, the name should be updated
    and change his photo, the photo should be updated
    and change his photo to a bigger than 2mb, the photo should not be changed
    and change his password, the login authentication should work
    and change his e-mail, the user e-mail should be changed too

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require 'rubygems'
require 'spork'

Spork.prefork do

  # This file is copied to spec/ when you run 'rails generate rspec:install'
  ENV["RAILS_ENV"] ||= 'test'
  require File.expand_path("../../config/environment", __FILE__)
  require 'rspec/rails'
  require 'rspec/autorun'