Deisenroth, Marc Peter <br/><br/>
Mathematics for machine learning 

 - Cambridge, United Kingdom:  Cambridge University Press,  2020 
 - xvii, 371 páginas:  ilustraciones (algunas a color) 
<br/><br/>Mathematical Foundations. Introduction and motivation -- Linear algebra -- Analytic geometry -- Matrix decompositions -- Vector calculus -- Probability and distribution -- Continuous optimization -- Central Machine Learning Problems. When models meet data -- Linear regression -- Dimensionality reduction with principal component analysis -- Density estimation with Gaussian mixture models -- Classification with support vector machines. 
<br/><br/><label>ISBN: </label>9781108455145 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Matematicas<br/>Aprendizaje automática
<br/><br/><label>Dewey Class. No.: </label>006.31  / D325m 2020