Paperback
Unlock deep learning’s math: models, algorithms, optimization, and practical applications.
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Mathematical Foundations of Deep Learning Models and Algorithms
$204.65
- Paperback
550 pages
- Release Date
24 December 2025
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Summary
Unveiling the Math Behind Deep Learning: Foundations, Models, and Algorithms
Deep learning leverages multi-layer neural networks to decipher intricate data patterns. These expansive models, boasting millions or even billions of parameters, are honed on colossal datasets, revolutionizing fields like image, text, and speech recognition, and holding immense promise across engineering, finance, mathematics, and medicine.
This book serves as your gateway to the mathematical theor…
Book Details
| ISBN-13: | 9781470483999 |
|---|---|
| ISBN-10: | 1470483998 |
| Series: | Graduate Studies in Mathematics |
| Author: | Konstantinos Spiliopoulos, Richard B. Sowers, Justin Sirignano |
| Publisher: | American Mathematical Society |
| Imprint: | American Mathematical Society |
| Format: | Paperback |
| Number of Pages: | 550 |
| Release Date: | 24 December 2025 |
| Weight: | 0g |
| Dimensions: | 254mm x 178mm |
About The Author
Konstantinos Spiliopoulos
Konstantinos Spiliopoulos, Boston University, MA.
Richard B. Sowers, University of Illinois at Urbana Champaign, Illinois.
Justin Sirignano, University of Oxford, United Kingdom.
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