Rogers, Simon,  1979- <br/><br/>
A first course in machine learning / 
Simon Rogers, Mark Girolami. 
 - Boca Raton :  CRC Press,  2017 
 - xxviii, 397: pages   ill. ;  25 cm. 
<br/><br/>Linear Modeling: A least Squares Approach (Page-3), Linear Modeling: A Maximum Likelihood Approach (Page-41), The Bayesian Approach to Machine Learning (Page-95), Bayesian Inference (Page-137), Classification (Page-167), Clustering (Page-205), Principal Components Analysis and Latent Variable Models (Page-235), Gaussian Process (Page-275), Markov Chain Monte Carlo Sampling (Page-315), Advanced Mixture Modeling (Page-351).      
<br/><br/><label>ISBN: </label>978-1-4987-3848-4 
<br/><br/><label>LCCN: </label>2011039389 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning.<br/>BUSINESS & ECONOMICS / Statistics.<br/>COMPUTERS / General.<br/>COMPUTERS / Database Management / Data Mining.
<br/><br/><label>LC Class. No.: </label>Q325.5  / .R64 2012 
<br/><br/><label>Dewey Class. No.: </label>006.31, ROG