Deep learning for coders with fastai and PyTorch : (Record no. 172519)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01442nam a22002417a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IIITD |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240514161011.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240426b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789355424273 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IIITD |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | HOW-D |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Howard, Jeremy |
| 245 ## - TITLE STATEMENT | |
| Title | Deep learning for coders with fastai and PyTorch : |
| Remainder of title | AI applications without a PhD |
| Statement of responsibility, etc | by Jeremy Howard and Sylvain Gugger |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Beijng : |
| Name of publisher, distributor, etc | O'Reilly, |
| Date of publication, distribution, etc | ©2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 594 p. : |
| Other physical details | col. ill. ; |
| Dimensions | 23 cm. |
| 501 ## - WITH NOTE | |
| With note | Includes index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Part 1. Deep Learning Journey. Your Deep Learning Journey From Model to Production Data Ethics |
| -- | Part 2. Understanding fastai's Applications. Under the Hood: Training a Digit Classifier Image Classification Other Computer Vision Problems Training a State-of-the-Art Model Collaborative Filtering Deep Dive Tabular Modeling Deep Dive NLP Deep Dive: RNNs Data Munging with fastai's Mid-Level API |
| -- | Part 3. Foundations of Deep Learning. A Language Model from Scratch Convolutional Neural Networks ResNets Application Architectures Deep Dive The Training Process |
| -- | Part 4. Deep Learning from Scratch. A Neural Net from the Foundations CNN Interpretation with CAM A fastai Learner from Scratch Concluding Thoughts. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial Intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Science Books |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gugger, Sylvain |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chintala, Soumith |
| Relator code | Foreword |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Koha issues (borrowed), all copies | 1 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Bill No. | Bill Date | Cost, normal purchase price | PO No. | PO Date | Total Checkouts | Full call number | Barcode | Date last seen | Date checked out | Cost, replacement price | Price effective from | Vendor/Supplier | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computer Science and Engineering | IIITD | IIITD | General Stacks | 24/04/2024 | TB200 | 2024-03-30 | 1985.2 | IIITD/LIC/BS/2021/03/69 | 2024-03-27 | 1 | 005.133 HOW-D | 012935 | 10/05/2024 | 07/05/2024 | 2750 | 24/04/2024 | Technical Bureau India Pvt. Ltd. | Books |