All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

Deep Learning (Adaptive Computation and Machine Learning series)

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

Python Machine Learning

Machine Learning With Random Forests And Decision Trees: A Visual Guide For Beginners

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

The Seven Pillars of Statistical Wisdom

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies (MIT Press)

Python Data Science Handbook: Essential Tools for Working with Data