Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python

R for Data Science

Hadley Wickham, Garrett Grolemund

Web Scraping with Python

Ryan Mitchell

Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data

Dipanjan Sarkar

Data wrangling with Python

Jacqueline Kazil

Pandas Cookbook

Theodore Petrou

Data science from scratch

Joel Grus

The Elements of Statistical Learning

Trevor Hastie, Robert Tibshirani, Jerome Friedman

Learning Spark: Lightning-Fast Big Data Analysis

Holden Karau, Andy Konwinski, Patrick Wendell

Fundamentals of Data Science

Sanjeev J. Wagh, Manisha S. Bhende, Anuradha D. Thakare

Hands-On Machine Learning with Scikit-Learn and TensorFlow

Aurélien Géron