Machine Learning

A Bayesian and Optimization Perspective

Versandkostenfrei!
Versandfertig in 2-4 Wochen
106,99 €
inkl. MwSt.
Weitere Ausgaben:
PAYBACK Punkte
53 °P sammeln!
Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood methods, ridge regression, Bayesian decision theory classification, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support vector machines, Bayesian inference with a focus on ...