Free Must-Read Statistics Books for Aspiring Data Scientists

If you've been following our blog for a while you'll know that every month we produce a blog post where we showcase and review 3 FREE Data Science eBooks that we've found out there on the web.

We've been doing this for quite a long time now and we've built up a sizeable collection of links to free books.

So we decided that we'd catalogue them for you so you can browse these free books by category and find just what you're looking for.

Whether you're looking for books about stats, machine learning, data visualisation, ethics or more, we've got you covered.

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Free Statistics Books for Data Science

In this post we bring you all the FREE statistics books written for Data Science that we've found, categorised by sub-topic so you can find what you're looking for easily.

Every month, as we add to the collection, we'll be adding more in to this page, so keep popping in regularly to see what's new.

Just so you know, when you click on the book images below you'll be redirected to the blog post in which we featured and reviewed the book. From there you will be able to reach your chosen book directly.

Is there a book that you'd like to recommend for this list? Are any of the links out of date? Leave a comment at the bottom and I'll jump right on it.

Bookmark this page, enjoy and don't forget to share!


FREE General Statistics Books

Probabilistic Programming and Bayesian Methods for Hackers
Introduction to Probability
Design and analysis of experiments

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FREE Statistics Books for Data Science

Building Machine Learning Systems with Python
Theory and applications for advanced text mining
Advanced Linear Models for Data Science
Data Mining and Analysis : Fundamental Concepts and Algorithms
Modeling with data
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MORE COMING SOON...


FREE Books for Programming Statistics in Python

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FREE Books for Programming Statistics in R

Introduction to Statistical Throught
From Algorithms to Z-Scores
An Introduction to Statistical Learning with Applications in R
R Programming for Data Science
Forecasting Principles and Practice
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FREE Books for Statistics and Machine Learning

Bayesian Reasoning and Machine Learning
Data Mining and Analysis : Fundamental Concepts and Algorithms
A Probabilistic Theory of Pattern Recognition
Machine Learning, Neural and Statistical Classification
Machine Learning - An Algorithmic Perspective
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FREE Books for Statistics and Data Visualisation

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Check out these free statistics books for data science #rprogramming #statistics #ebooks