Machine Learning, revised and updated edition
(Sprache: Englisch)
"An updated introduction for generalists to this powerful technology, its applications and possible future directions"--
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Produktinformationen zu „Machine Learning, revised and updated edition “
Klappentext zu „Machine Learning, revised and updated edition “
"An updated introduction for generalists to this powerful technology, its applications and possible future directions"--
Inhaltsverzeichnis zu „Machine Learning, revised and updated edition “
Series Foreword viiPreface ix
1 Why We Are Interested in Machine Learning 1
2 Machine Learning, Statistics, and Data Analytics 35
3 Pattern Recognition 71
4 Neural Networks and Deep Learning 105
5 Learning Clusters and Recommendations 143
6 Learning to Take Action 159
7 Challenges and Risks 183
8 Where Do We Go from Here? 201
Glossary 227
Notes 239
References 243
Further Reading 247
Index 249
Autoren-Porträt von Ethem Alpaydin
Ethem Alpaydín is Professor in the Department of Computer Engineering at Özyegin University and a member of the Science Academy, Istanbul. He is the author of the widely used textbook, Introduction to Machine Learning (MIT Press), now in its fourth edition.
Bibliographische Angaben
- Autor: Ethem Alpaydin
- 2021, revised and updated edition, 280 Seiten, Masse: 12,5 x 17,6 cm, Kartoniert (TB), Englisch
- Verlag: MIT Press
- ISBN-10: 0262542528
- ISBN-13: 9780262542524
- Erscheinungsdatum: 03.09.2021
Sprache:
Englisch
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