Course Files for Complete Python 3 Bootcamp Course on Udemy

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Public facing notes page

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

this repository accompanies the book "Grokking Deep Learning"

The Udacity open source self-driving car project

Simple tutorials using Google's TensorFlow Framework

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

Text and supporting code for Think Stats, 2nd Edition

Repo for the Deep Learning Nanodegree Foundations program.

Content for Udacity's Machine Learning curriculum

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

IPython Parallel: Interactive Parallel Computing in Python

Scenarios, tutorials and demos for Autonomous Driving

Lectures for Udemy - Complete Python Bootcamp Course

Text and code for the second edition of Think Bayes, by Allen Downey.

An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.

Content for Udacity's AI in Trading NanoDegree.

Code and associated files for the AI Programming with Python Nanodegree Program

Udacity's Self-Driving Car Nanodegree project files and notes.

Code for the Deep Learning with PyTorch lesson

Project code for AI Programming with Python ND Program

Teach a Quadcopter How to Fly!

This is the code for "Kaggle Challenge LIVE" By Siraj Raval on Youtube

Modular multitask reinforcement learning with policy sketches

Hidden Markov Model Part of Speech tagger project