Python Data Science Handbook: full text in Jupyter Notebooks

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Data and code behind the articles and graphics at FiveThirtyEight

The "Python Machine Learning (1st edition)" book code repository and info resource

Automatic extraction of relevant features from time series:

100 days of algorithms

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

AFINN sentiment analysis in Python

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs

Data science and Big Data with Python

Machine Learning using Scikit-Learn