Regularization, Optimization, Kernels, and Support Vector Machines (Chapman & Hall/CRC Machine Learning Pattern Recognition)

Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation Machine series)

Machine Learning, Animated (Chapman & Hall/CRC Learning Pattern Recognition)

Deep and Shallow: Machine Learning in Music Audio (Chapman & Hall/CRC Pattern Recognition)