Math and architectures of deep learning / (Record no. 141403)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01547nam a22002657a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260713172925.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260713s2024 |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781617296482 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | PK-LaUMT |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.315 |
| Item number | MAT- |
| 245 10 - TITLE STATEMENT | |
| Title | Math and architectures of deep learning / |
| Statement of responsibility, etc | Krishnendu Chaudhury . . . [et al.] ; foreword by Prith Banerjee |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Shelter Island : |
| Name of publisher, distributor, etc | Manning Publications, |
| Date of publication, distribution, etc | 2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxvi, 523 p. |
| 500 ## - GENERAL NOTE | |
| General note | Index present |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Discover what's going on inside the black box! To work with deep learning you'll have to choose the right model, train it, preprocess your data, evaluate performance and accuracy, and deal with uncertainty and variability in the outputs of a deployed solution. This book takes you systematically through the core mathematical concepts, linear algebra, and Bayesian inference, all from a deep learning perspective. Math and archtectures of deep learning teaches the math, theory, and programming principles of deep learning models laid out side by side, and then puts them into practice with well-annotated Python code. You'll progrress from algebra, calculus, and statistics all the way to state-of-the-art DL architectures taken from the latest research |
| 546 ## - LANGUAGE NOTE | |
| Language note | Eng |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chaudhury, Krishnendu |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ashok, Ananya H. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Narumanchi, Sujay |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Shankar, Devashish |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Banerjee, Prith |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|
| UMT Main Campus | UMT Main Campus | 2026-07-13 | 006.315 MAT- | 153335 | 2026-07-13 | 2026-07-13 | Books |