ML Foundations

Mathematics for Machine Learning

Probabilistic Machine Learning

An Introduction

An Introduction to Statistical Learning

with Applications in R

The Elements of Statistical Learning

Data Mining, Inference, and Prediction

Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow

Concepts, Tools, and Techniques to Build Intelligent Systems

Introduction to Machine Learning, fourth edition

Machine Learning, revised and updated edition