Fundamentals of Probability and Statistics for Machine Learning
$230.16
- Hardcover
544 pages
- Release Date
16 December 2025
Summary
An introductory textbook for undergraduate or beginning graduate students that integrates probability and statistics with their applications in machine learning.
Most curricula have students take an undergraduate course on probability and statistics before turning to machine learning. In this innovative textbook, Ethem Alpaydın offers an alternative tack by integrating these subjects for a first course on learning from data. Alpaydın accessibly connects machine learning to its roots i…
Book Details
| ISBN-13: | 9780262049818 |
|---|---|
| ISBN-10: | 0262049813 |
| Author: | Ethem Alpaydin |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Hardcover |
| Number of Pages: | 544 |
| Release Date: | 16 December 2025 |
| Weight: | 567g |
| Dimensions: | 229mm x 178mm |
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About The Author
Ethem Alpaydin
Ethem Alpaydın is Professor in the Department of Computer Engineering at zyegin University and a member of the Science Academy, Istanbul. He is the author of the widely used textbook, Introduction to Machine Learning, now in its fourth edition, and Machine Learning, both published by the MIT Press.
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