But there are a few kind souls who have made their work available to everyone..for free! If you want to become a data scientist or AI Engineer – you couldn’t have asked for more.

Here is a collection of 10 such free ebooks on machine learning. We begin the list by going from the basics of statistics, then machine learning foundations and finally advanced machine learning.

To access the books, click on the name of each title in the list below. ‘Think Stats’ is an introductory book to statistics and probability for people with a basic background in Python programming.

It’s based on a Python library for probability distributions (PMFs and CDFs). To make things easier for the reader, most of the exercises have short programs. The book also includes a case study using data from the National Institutes of Health.

One of the stand-out features of this book is it covers the basics of Bayesian statistics as well, a very important branch for any aspiring data scientist. Speaking of Bayesian statistics, this one is a classic. Read more from analyticsvidhya.com…

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