《Foundations of Machine Learning》

This book is a general introduction to machine learning that can serve as a textbook for students and researchers in the field. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed forthediscussionandjustificationofalgorithms.Italsodescribesseveralkeyaspects of the application of these algorithms.