Python and other data science information: Machine Learning and Statistics

Recommended books and resources - freely available

Think Stats Probability and Statistics for Programmers by Allen B. Downey

Think Bayes by Allen B Downey

Introduction to Probability by Grinstead

Statistical inference for data science

An Introduction to Statistical Learning with Applications in R

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Machine Learning Series by Andrew Ng (YouTube Video series via Coursera)

Machine Learning Yearning

Deep Learning

Neural Networks and Deep Learning

Natural Language Processing with Python

8 Fun Machine Learning Projects for Beginners