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March 18, 2018

Free Machine Learning Books for Data Science

​There are lots of free Machine Learning books for data science.

In this blog post we bring you a HUGE catalogue of them to help you gain new Machine Learning skills that will help you get that next promotion you've been after for years...


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, data ethics or more, we've got you covered.

Free Machine Learning Books for Data Science

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.

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 Data Science Machine Learning Books​

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
The LION Way: Machine Learning plus Intelligent Optimization


FREE Python Programming with Machine Learning Books

Data Science in the Cloud
KB Neural Data Mining with Python Sources
Getting started with TensorFlow
Natural Language Processing with Python


FREE R Programming Books with ​Machine Learning

R Deep Learning Essentials


FREE Data Visualisation with Machine Learning Books​



I hope that these books whet your appetite for more learning - especially as they're all free!

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 so you can return to it and pick up more free Machine Learning books, enjoy and don't forget to share with your friends on social media!

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

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Lee Baker is an award-winning software creator that lives behind a keyboard in a darkened room. Illuminated only by the light from his monitor, he aspires to finding the light switch. With decades of experience in science, statistics and artificial intelligence, he has a passion for telling stories with data, yet despite explaining it a dozen times, his mother still doesn’t understand what he does for a living. Insisting that data analysis is much simpler than we think it is, he creates friendly, easy-to-understand video courses that teach the fundamentals of data analysis and statistics. As the CEO of Chi-Squared Innovations, one day he’d like to retire to do something simpler, like crocodile wrestling.

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