- Book: IBM – Machine Learning for Dummies
- Book: Gabriel Peyre´ – Course notes on Optimization for Machine Learning
- Book: CRC Press – Explorations in Artificial Intelligence & Machine Learning (Wait to Load)
- Book: montreal.ai – AI4ALL
- Book: Kubat – An Introduction to Machine Learning
- Book: Kevin Murphy – Probabilistic Machine Learning: An Introduction
- Book: Aggarwal – Neural Networks and Deep Learning
- Book: Chapman & Hall – Machine Learning: An Algorithmic Perspective
- Book: Wasserman – All of Nonparametric Statistics
- Book: Wasserman – All of Statistics
- Book: Yaser S. Abu-Mostafa – Learning from Data
- Book: CamDavidsonPilon – Probabilistic Programming & Bayesian Methods for Hackers
- Book: Huyen Chip – Introduction to Machine Learning Interviews
- Book: Andriy Burkov – Machine Learning Engineering
- Book: deeplearningbook.org – ML Basics
- Book: Shai Shalev-Shwartz and Shai Ben-David – Understanding Machine Learning: From Theory to Algorithms