Marsland, Stephen. <br/><br/>
Machine learning :  an algorithmic perspective / 
Stephen Marsland. 
 - Second edition. 
 - xx, 437 pages : 
 - Chapman & Hall/CRC machine learning & pattern recognition series .
<br/><br/> "A Chapman & Hall book." 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9781466583283 (hbk) 1466583282 (hbk) 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning.<br/>Algorithms.
<br/><br/><label>Dewey Class. No.: </label>004.85  / MAR