Mathematics for Machine Learning - Softcover

Deisenroth, Marc Peter

Softcover

ISBN 10: 110845514X ISBN 13: 9781108455145

Verlag: Cambridge University Press, 2020

Inhaltsangabe

Distills key concepts from linear algebra, geometry, matrices, calculus, optimization, probability and statistics that are used in machine learning.

Über diesen Titel

Über die Autorin bzw. den Autor

Marc Peter Deisenroth is DeepMind Chair in Artificial Intelligence at the Department of Computer Science, University College London. Prior to this, he was a faculty member in the Department of Computing, Imperial College London. His research areas include data-efficient learning, probabilistic modeling, and autonomous decision making. Deisenroth was Program Chair of the European Workshop on Reinforcement Learning (EWRL) 2012 and Workshops Chair of Robotics Science and Systems (RSS) 2013. His research received Best Paper Awards at the International Conference on Robotics and Automation (ICRA) 2014 and the International Conference on Control, Automation and Systems (ICCAS) 2016. In 2018, he was awarded the President's Award for Outstanding Early Career Researcher at Imperial College London. He is a recipient of a Google Faculty Research Award and a Microsoft P.hD. grant.

Details zur Ausgabe

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 110845514X
• ISBN 13: 9781108455145
• Einband: Taschenbuch
• Anzahl der Seiten: 390
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland