42 Free Online Books on Machine Learning & Data Science

Machine Learning Books
This post represents a comprehensive list of 42 free books on machine learning which are available online for self-paced learning.  This would be very helpful for data scientists starting to learn or gain expertise in the field of machine learning / deep learning. Please feel free to comment/suggest if I missed to mention one or more important books that you like and would like to share. Also, sorry for the typos.

Following are the key areas under which books are categorized:

  • Pattern Recognition & Machine Learning
  • Probability & Statistics
  • Neural Networks & Deep Learning

List of 42 Online Free eBooks on Machine Learning

Following is a list of 35 FREE online ebooks (pdf format) which could be used for learning ML at your own pace.


Ajitesh Kumar
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Ajitesh Kumar

I have been recently working in the area of Data Science and Machine Learning / Deep Learning. In addition, I am also passionate about various different technologies including programming languages such as Java/JEE, Javascript, Python, R, Julia etc and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data etc. I would love to connect with you on Linkedin.
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