Machine learning: a first course for engineers and scientists
Auteur :
Lindholm, Andreas / Wahlström, Niklas / Lindsten, Fredrik / Schön, Thomas B.
Éditeur :
Cambridge University Press
ISBN :
9781108843607
Date de publication :
31 mars 2022
Dimensions :
25,9 x 18,2 x 2,0 cm
Poids :
880 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This coherent introduction to machine learning for readers with a background in basic linear algebra, statistics, probability, and programming is suitable for advanced BSc or MSc courses. It covers theory and practice of basic and advanced methods such as deep learning, Gaussian processes, random forests, support vector machines and boosting.