Free Inspirational Machine Learning 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.


In this post we bring you all the FREE books that combine Machine Learning with Data Science that we've found (so far), 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 Are any of the links out of date?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 Machine Learning Books

Deep Learning
Reinforcement Learning : An introduction
Understanding Machine Learning - From Theory to Algorithms
A Brief Introduction to Neural Networks
A Course in Machine Learning
Algorithms for Reinforcement Learning
Learning Deep Architectures for AI


FREE Machine Learning Books for Data Science

Evaluating Machine Learning Methods
Azure Machine Learning
Building Machine Learning Systems with Python
Machine Learning, Neural and Statistical Classification
Data Mining : Practical Machine Learning Tools and Techniques
Artificial Intelligence: Foundations and Computational Agents
Information Theory, Inference, and Learning Algorithms
Data-Intensive Text Processing with MapReduce
Practical Data Analysis
Theory and applications for advanced text mining
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FREE Machine Learning Books with Python Programming

Data Science in the Cloud
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FREE Machine Learning Books with R Programming


FREE Machine Learning Books with Data Visualisation


Must-Read Machine Learning Books for Data Science #machinelearning #datascience #ebooks