Machine Learning textbook

Introduction to Machine Learning with Python: A Guide for Data

Machine Learning From Data - Abu-Mostafa

Python Machine Learning by Sebastian Raschka

An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts

Patterns, Predictions, and Actions

10 Best ML Textbooks that All Data Scientists Should Read

Mathematical Analysis of Machine Learning Algorithms

Interpretable Machine Learning

Applied Machine Learning

Machine Learning by Tom M. Mitchell

Mehryar Mohri -- Foundations of Machine Learning - Book