Understanding Machine Learning

From Theory to Algorithms

af Shai (Hebrew University of Jerusalem) Shalev-Shwartz

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. This book explains the principles behind the automated learning approach and the considerations underlying its usage. The authors explain the 'hows' and 'whys' of machine-learning algorithms, making the field accessible to both students and practitioners.