Top Machine Learning & Data Mining Books - for this post, we have scraped various signals (e.g. reviews & ratings, topics covered in the book, author influence in the field, price, etc.) from web for more than 100 Machine Learning, Data Mining, and NLP books. We have combined all signals to compute a Quality Score for each book and publish the list of top Machine Learning and Data Mining books.
It is a great list but not sure I agree with the rankings. Kudos to your effort to compile this list using a scientific approach!