Data Mining and Analysis: Fundamental Concepts and Algorithms

Data Mining: The Textbook

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

Deep Learning (Adaptive Computation and Machine Learning series)

Data Mining: Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems)

An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

Pattern Recognition and Machine Learning (Information Science and Statistics)

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

Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

R for Data Science: Import, Tidy, Transform, Visualize, and Model Data