Deep Learning: (Record no. 9616)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01111nam a22001457a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250307b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-0-262-03561-3 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 006.31 |
| Item number | GOO |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Goodfellow Ian |
| 245 ## - TITLE STATEMENT | |
| Title | Deep Learning: |
| Statement of responsibility, etc. | Ian Goodfellow, Yoshau Bengio and Aaron Courville |
| Medium | english |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | vi,775 p. ; |
| Other physical details | hard bound |
| Dimensions | 8x23 cm |
| 505 ## - FORMATTED CONTENTS NOTE | |
| FORMATTED CONTENTS NOTE | Part I: Applied Math and Machine Learning Basics<br/>2 Linear Algebra<br/>3 Probability and Information Theory<br/>4 Numerical Computation<br/>5 Machine Learning Basics<br/>Part II: Modern Practical Deep Networks<br/>6 Deep Feedforward Networks<br/>7 Regularization for Deep Learning<br/>8 Optimization for Training Deep Models<br/>9 Convolutional Networks<br/>10 Sequence Modeling: Recurrent and Recursive Nets<br/>11 Practical Methodology<br/>12 Applications<br/>Part III: Deep Learning Research<br/>13 Linear Factor Models<br/>14 Autoencoders<br/>15 Representation Learning<br/>16 Structured Probabilistic Models for Deep Learning<br/>17 Monte Carlo Methods<br/>18 Confronting the Partition Function<br/>19 Approximate Inference<br/>20 Deep Generative Models |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library |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 | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | Tetso College Library | Tetso College Library | Computer Science | 07/03/2025 | 2400.00 | 006.31 GOO | 14538 | 07/03/2025 | 07/03/2025 | Books |