Best Books For Data Science

Wish you all a very happy and prosperous new year 2021.

Many of you must be having question in your mind about best books to learn Data Science.

Here is the list of books extremely useful for data science from various subject areas such as Mathematics and Statistics, Programming, Python, Machine Learning etc.

These books are extremely useful if someone is learning Data Science from scratch or even if someone is working as Data Scientist for few years.

Books according to subject area are listed below(affiliate link):

Data Science Book Recommendation

Must Read for every Data Scientist:

The Elements of Statistical Learning by Trevor Hastie —

Python Data Science Handbook —

Business Statistics By Ken Black —

Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron —


The Art of Data Science By Roger D. Peng —

Predictive Analytics By By Eric Siegel —

Data Science for Business By Foster Provost —


Naked Statistics By Charles Wheelan —

Practical Statistics for Data Scientist By Peter Bruce —


Introduction to machine learning by Andreas C Muller —

The Hundred Page Machine Learning Book by Andriy Burkov —


The Pragmatic Programmer by David Thomas —

Clean Code by Robert C. Martin —


Thanks a lot for reading. Happy Learning!!

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