000			01057nam a2200217 4500
001			u3672
003			SIRSI
005			20250825174928.0
008			220928n2020 000 0 eng u
020			_a9781108455145
082			_a006.31 _bD325m 2020
100	1		_aDeisenroth, Marc Peter
245			_aMathematics for machine learning
260			_aCambridge, United Kingdom: _bCambridge University Press, _c2020
300			_axvii, 371 páginas: _bilustraciones (algunas a color)
505			_aMathematical 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.
650			_aMatematicas
650			_aAprendizaje automática
700			_aFaisal, A. Aldo
700			_aOng, Cheng Soon
999			_c2255 _d2255