A First Course in Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition) - Tapa blanda

Rogers, Simon; Girolami, Mark

 
9780367574642: A First Course in Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Tapa blanda
ISBN 10: 0367574640 ISBN 13: 9780367574642
Editorial: Chapman and Hall/CRC, 2020

Sinopsis

The new edition of this popular, undergraduate textbook has been revised and updated to reflect current growth areas in Machine Learning. The new edition includes three new chapters with more detailed discussion of Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models.

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Acerca del autor

Simon Rogers is a lecturer in the School of Computing Science at the University of Glasgow, where he teaches a masters-level machine learning course on which this book is based. Dr. Rogers is an active researcher in machine learning, particularly applied to problems in computational biology. His research interests include the analysis of metabolomic data and the application of probabilistic machine learning techniques in the field of human-computer interaction.

Mark Girolami holds an honorary professorship in Computer Science at the University of Warwick, is an EPSRC Established Career Fellow (2012 - 2017) and previously an EPSRC Advanced Research Fellow (2007 - 2012). He is also honorary Professor of Statistics at University College London, is the Director of the EPSRC funded Research Network on Computational Statistics and Machine Learning and in 2011 was elected to the Fellowship of the Royal Society of Edinburgh when he was also awarded a Royal Society Wolfson Research

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Editorial
Chapman and Hall/CRC
Año de publicación
2020
Idioma
Inglés
ISBN 10 
0367574640
ISBN 13 
9780367574642
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
428
Contacto del fabricante
CRC Press
https://www.routledge-ny.com

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Estados Unidos de America
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781498738484: A First Course in Machine Learning (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Edición Destacada

ISBN 10:  1498738486 ISBN 13:  9781498738484
Editorial: Chapman and Hall/CRC, 2016
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