The drafts of the two final chapters of The Hundred-Page Machine Learning Book are now online. They consider metric learning, learning to rank, learning to recommend (including factorization machines and denoising autoencoders), and word embeddings.
The book is now complete and I'm so happy about that!
I will make an announcement in a couple of weeks when the book will be available for purchase on Amazon. Subscribe to the mailing list to not miss anything.
Enjoy the reading and please let me know if you find any opportunity for improvement of the manuscript.
The manuscript is available from the book's website: http://themlbook.com.