Data Science and Machine Learning Books

As we survey successful data scientists on various aspects of their careers, we are gathering a collection of the books that helped them grow the most in their profession. The books featured in this list cover a wide variety of topics that a successful data scientist should master, including programming, machine learning, and statistics. We thank all the data scientists who participated in our recent Data Science survey and our Data Science Interview Series for sharing the titles of the books that helped them grow in their career.