http://www.cs.ubc.ca/~murphyk/MLbook/ Machine Learning: A Probabilistic Perspective Level: Advanced From all books in my shortlist, this one is the most recent and hence the most up-to-date, written by Kevin P. Murphy, a well known Read more…
http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf Pattern Recognition and Machine Learning Level: Intermediate+ The author of this book, Christopher Michael Bishop, leads the renowned machine learning and perception group at Microsoft Research, and is considered one of the big Read more…