50+ Free Data Science Books

Very interesting compilation published here, with a strong machine learning flavor (maybe machine learning book authors – usually academics – are more prone to making their books available for free). Many are O’Reilly books freely available. Here we display those most relevant to data science. I haven’t checked all the sources, but they seem legit. If you find some issue, let us know in the comment section below. Note that at DSC, we also have our free books:

There are several sections in the listing in question:

  1. Data Science Overviews (4 books)
  2. Data Scientists Interviews (2 books)
  3. How To Build Data Science Teams (3 books)
  4. Data Analysis (1 book)
  5. Distributed Computing Tools (2 books)
  6. Data Mining and Machine Learning (29 books)
  7. Statistics and Statistical Learning (5 books)
  8. Data Visualization (2 books)
  9. Big Data (3 books)

Here we mention #1, #5 and #6:

Data Science Overviews

Distributed Computing Tools

Data Mining and Machine Learning

DSC Resources

Additional Reading