01599cam a22003255a 4500 18556845 20201128021336.0 150407t2015 flua frb 001 0 eng d 9781466583283 (hbk) 1466583282 (hbk) DLC eng DLC EG-ScBUE Q325.5 .M368 2015 22 006.31 MAR Marsland, Stephen. 38292 Machine learning : an algorithmic perspective / Stephen Marsland. 2nd ed. Boca Raton : CRC Press / Taylor & Francis Group, c.2015. xx, 437 p. : ill. ; 25 cm. Chapman & Hall/CRC machine learning & pattern recognition series "A Chapman & Hall book." Index : p. 431-437. Includes bibliographical references. Introduction -- Preliminaries -- Neurons, neural networks, and linear discriminants -- The multi-layer perceptron -- Radial basis functions and splines -- Dimensionality reduction -- Probabilistic learning -- Support vector machines -- Optimisation and search -- Evolutionary learning -- Reinforcement learning -- Learning with trees -- Decision by committee: ensemble learning -- Unsupervised learning -- Markov chain Monte Carlo (MCMC) methods -- Graphical models -- Symmetric weights and deep belief networks -- Gaussian processes -- Python. Machine learning. BUEsh 2922 Computer algorithms. BUEsh 10553 BUEsh COMSCI June2015 August2015 reading book 34232 ddc 19887 19859 0 0 ddc 0 0 Alahram MAIN MAIN LOW 2015-06-24 purchase 599.00 312 8 26 006.31 MAR 000038858 2025-07-15 00:00:00 2022-10-31 748.75 BB