9781108455145: Mathematics for Machine Learning
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.

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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.

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Verlag
Cambridge University Press
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
110845514X
ISBN 13 
9781108455145
Einband
Taschenbuch
Anzahl der Seiten
390
Kontakt zum Hersteller
Cambridge University Press
https://www.cambridge.org/

Via Honduras,15
Pomezia
Italia
71
Italien

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