Little, Max A,

Machine learning for signal processing : data science, algorithms, and computational statistics / Max A Little. - First edition. - xviii, 359: pages

Mathematical Foundations (Page-1), Optimization (Page-41),Random Sampling (Page-71),Statistical Modelling and Inference (Page-93),Probabalistic Graphical Models (Page-133),Statistical Machine Learning (Page-149),Linear-Gaussian Systems and Signal Processing (Page-187),Discrete Signals: Sampling, Quantization and Coding (Page-265),Nonlinear and Non-Gaussian Signal Processing (Page-299),Nonparametric Bayesian Machine Learning and Signal Processing (Page-313).

9780198714934

2019944777

621.3822, LIT