In this post, we have scraped various signals (e.g. reviews sentiments, online ratings, topics covered in the book, author influence in the field, year of publication, price, social media signals etc.) from web for more than 100's of Data Science books.
We have combined all signals to compute a Quality Score for each book using Machine Learning algorithms and published the list of Top 20 Data Science books.