Understanding Machine Learning: From Theory To Algorithms


Error message

Deprecated function: The each() function is deprecated. This message will be suppressed on further calls in menu_set_active_trail() (line 2405 of /var/www/numahub.com/includes/menu.inc).

Shai Shalev-Shwartz is one of the popular people in machine learning research world. With dozens of papers published his breadth of research is outstanding. This book covers several topics and is structured very well for undergraduates. I recommend reading this book as well as the papers to anyone who is serious about optimization techniques and machine learning in general.

Shai Shalev-Shwartz
Machine Learning