Machine learning for signal processing : data science, algorithms, and computational statistics / Max A Little.
Material type:
TextPublisher: New York : Oxford University Press, 2019Edition: First editionDescription: xviii, 359: pagesContent type: text Media type: unmediated Carrier type: volumeISBN: 9780198714934DDC classification: 621.3822, LIT
Contents:
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).
| Item type | Current location | Home library | Shelving location | Call number | Status | Notes | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|---|---|
Book
|
Military College of Signals (MCS) | Military College of Signals (MCS) | Reference | 621.3822,LIT (Browse shelf) | Available | Almirah Fresh No.45, Shelf No.3 | MCS38436 |
Total holds: 0
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).
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