Kernel Methods for Machine Learning with Math and Python

Focusing on the fundamentals of kernel methods, this textbook emphasizes the importance of mathematical logic in machine learning and data science. It integrates relevant mathematical problems with practical programming in Python, providing a comprehensive understanding of the concepts rather than relying solely on prior knowledge or experience.