Kernel methods and support vector machines (SVMs) serve as cornerstones in modern machine learning, offering robust techniques for both classification and regression tasks. At their core, kernel ...

An introduction to machine learning including key concepts, methods and algorithms. The course has a focus on neural networks and training methods and includes the practical application and ...