Mathematics for Machine Learning
Language: English
Published by Cambridge University Press, 2021
Series: Book 34 of 38 - Studies in Natural Language Processing
- Hardcover
- New
Condition: New
£ 99.75
Quantity: 1 available
Add to basketItem description from seller
This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, .
Seller Inventory # 297499455
- Title
- Mathematics for Machine Learning
- Author
- Deisenroth, Marc Peter|Faisal, A. Aldo|Ong, Cheng Soon
- Publisher
- Cambridge University Press
- Publication year
- 2021
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1108470041
- ISBN 13
- 9781108470049
- Series
- Book 34 of 38: Studies in Natural Language Processing
"Synopsis" may belong to another edition of this title.
About the Author
A. Aldo Faisal leads the Brain and Behaviour Lab at Imperial College London, where he is faculty at the Departments of Bioengineering and Computing and a Fellow of the Data Science Institute. He is the director of the 20Mio£ UKRI Center for Doctoral Training in AI for Healthcare. Faisal studied Computer Science and Physics at the Universität Bielefeld (Germany). He obtained a Ph.D. in Computational Neuroscience at the University of Cambridge and became Junior Research Fellow in the Computational and Biological Learning Lab. His research is at the interface of neuroscience and machine learning to understand and reverse engineer brains and behavior.
Cheng Soon Ong is Principal Research Scientist at the Machine Learning Research Group, Data61, Commonwealth Scientific and Industrial Research Organisation, Canberra (CSIRO). He is also Adjunct Associate Professor at Australian National University. His research focuses on enabling scientific discovery by extending statistical machine learning methods. Ong received his Ph.D. in Computer Science at Australian National University in 2005. He was a postdoc at Max Planck Institute of Biological Cybernetics and Friedrich Miescher Laboratory. From 2008 to 2011, he was a lecturer in the Department of Computer Science at Eidgenössische Technische Hochschule (ETH) Zürich, and in 2012 and 2013 he worked in the Diagnostic Genomics Team at NICTA in Melbourne.
"About the title" may belong to another edition of this title.
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