16 Best Data Mining Books

Introduction to Data Mining

by Pang-Ning Tan

Data Mining

Practical Machine Learning Tools and Techniques

by Ian H. Witten

Data Mining

The Textbook

by Charu C. Aggarwal

Data Mining Techniques

For Marketing, Sales, and Customer Relationship Management

by Gordon S. Linoff

Data Science for Business

What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

The Elements of Statistical Learning

Data Mining, Inference, and Prediction

by Trevor Hastie

A Programmer's Guide to Data Mining

by Ron Zacharski

Data Mining with Rattle and R

The Art of Excavating Data for Knowledge Discovery

by Graham Williams

Mining of Massive Datasets

by Jure Leskovec

Mining the Social Web

Data Mining Facebook, Twitter, LinkedIn, Instagram, GitHub, and More

by Matthew A. Russell

An Introduction to Statistical Learning

with Applications in R

by Daniela Witten

Bayesian Methods for Hackers

Probabilistic Programming and Bayesian Inference

by Cameron Davidson-Pilon

Big Data, Data Mining, and Machine Learning

Value Creation for Business Leaders and Practitioners

by Jared Dean

Data Mining

Concepts and Techniques

by Jiawei Han

Inductive Logic Programming

by Filip Železný

Modeling with Data

Tools and Techniques for Scientific Computing

by Ben Klemens