Deep learning : (Record no. 13681)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02160cam a22002777i 4500 |
| 001 - CONTROL NUMBER | |
| control field | TB11221 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BhIIT |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240502142335.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180525s2017 caua b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781491914250 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IN-BhIIT |
| 041 ## - LANGUAGE CODE | |
| Language code of text | eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Book number | PAT/D |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Patterson, Josh |
| Relator term | Author. |
| 245 10 - TITLE STATEMENT | |
| Title | Deep learning : |
| Sub Title | a practitioner's approach / |
| Statement of responsibility, etc | by Josh Patterson and Adam Gibson. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Mumbai : |
| Name of publisher | O'Reilly, |
| -- | SPD Pvt. Ltd., |
| Year of publication | 2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxi, 507 p. : |
| Other physical details(ill.) | ill. ; |
| Dimensions(size) | 24 cm |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | A review of machine learning -- Foundations of neural networks and deep learning -- Fundamentals of deep networks -- Major architecture of deep networks -- Building deep networks -- Tuning deep networks -- Tuning specific deep network architectures -- Vectorization -- Using deep learning and DL4J on Spark -- What is artificial intelligence? -- RL4J and reinforcement learning -- Numbers everyone should know -- Neural networks and backpropagation: a mathematical approach -- Using the ND4J API -- Using DataVec -- Working with DL4J from source -- Setting up DL4J projects -- Setting up GPUs for DL4J projects -- Troubleshooting DL4J installations. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | How can machine learning--especially deep neural networks--make a real difference in your organization? This hands-on guide not only provides practical information, but helps you get started building efficient deep learning networks. The authors provide the fundamentals of deep learning--tuning, parallelization, vectorization, and building pipelines--that are valid for any library before introducing the open source Deeplearning4j (DL4J) library for developing production-class workflows. Through real-world examples, you'll learn methods and strategies for training deep network architectures and running deep learning workflows on Spark and Hadoop with DL4J.-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning. |
| Topical Term | Neural networks (Computer science) |
| Topical Term | Open source software. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gibson, Adam. |
| Relator term | Joint author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Course Reserve |
| Koha issues (borrowed), all copies | 6 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Accession Number | Cost, replacement price | Price effective from | Koha item type | Full call number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 16/01/2024 | 26 | 1150.50 | TB11225 | 1475.00 | 16/01/2024 | Text Book | ||
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 16/01/2024 | 26 | 1150.50 | TB11224 | 1475.00 | 16/01/2024 | Text Book | ||
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 16/01/2024 | 26 | 1150.50 | TB11223 | 1475.00 | 16/01/2024 | Text Book | ||
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 16/01/2024 | 26 | 1150.50 | TB11221 | 1475.00 | 16/01/2024 | Course Reserve | 006.31 PAT/D | |
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 16/01/2024 | 26 | 1150.50 | TB11222 | 1475.00 | 16/01/2024 | Text Book |