Patterns, Predictions, and Actions
Foundations of Machine Learning
$140.95
- Hardcover
320 pages
- Release Date
23 January 2023
Summary
An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts
Patterns, Predictions, and Actions introduces graduate students to the essentials of machine learning while offering invaluable perspective on its history and social implications. Beginning with the foundations of decision making, Moritz Hardt and Benjamin Recht explain how representation, optimization, and generalization are the cons…
Book Details
| ISBN-13: | 9780691233734 |
|---|---|
| ISBN-10: | 069123373X |
| Author: | Moritz Hardt, Benjamin Recht |
| Publisher: | Princeton University Press |
| Imprint: | Princeton University Press |
| Format: | Hardcover |
| Number of Pages: | 320 |
| Release Date: | 23 January 2023 |
| Weight: | 721g |
| Dimensions: | 178mm x 254mm |
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Critics Review
“A thorough, very clearly written overview on the subject of machine learning for those with the prerequisite mathematical tools of calculus, linear algebra and probability.”—Jonathan Shock, Mathemafrica
“Valuable.”—J. Brzezinski, Choice
Moritz Hardt
Moritz Hardt is a director at the Max Planck Institute for Intelligent Systems.
Benjamin Recht is professor of electrical engineering and computer sciences at the University of California, Berkeley.
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