Fundamentals of Machine Learning and Its Applications

This book is a general introduction to machine learning that can serve as a textbookfor students and researchers in the field. It covers fundamental modern topics inmachine learning while providing the theoretical basis and conceptual tools neededfor the discussion and justification of algorithms. It also describes several key aspectsof the application of these algorithms.