- A Visual Introduction to Machine Learning Part 1
- A Visual Introduction to Machine Learning Part 2
- A guide to understanding Data Science and Machine Learning
- Machine Learning Explained Simply
- Introduction to Machine Learning - lecture notes from a Machine Learning class taught by Andrew Ng at Stanford University
- Understanding Neural Networks and Deep Learning
- Dive into Deep Learning - free Deep Learning book with examples in Python
- Machine Learning Interpretabilty
- Deploying Machine Learning Models - Guide to operationalising Deep Learning models
- Understanding AutoML
- A Guide to Feature Engineering and Selection for Predictive Modeling
- Best Practices for Machine Learning Engineering
- A Guide to Building Human Centred AI Products
- A Curated List of Important Decision-Tree Papers
- Network Science and Deep Learning