The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience. This textbook addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building Python programs.

The book's main features are as follows:
The content is written in an easy-to-follow and self-contained style.The book includes 100 exercises, which have been carefully selecte ...