Deep learning with Python / (Record no. 13744)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02313cam a2200277 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | TB11412 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BhIIT |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240502190809.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220110s2021 nyua 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781617296864 |
| 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 | CHO/D |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Chollet, Francois, |
| Relator term | Author |
| 245 10 - TITLE STATEMENT | |
| Title | Deep learning with Python / |
| Statement of responsibility, etc | by Francois Chollet. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New York : |
| Name of publisher | Manning Publications Co., |
| Year of publication | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxiv, 478 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 | 1. What is deep learning? -- 2. The mathematical building blocks of neural networks -- 3. Introduction to Keras and TensorFlow -- 4. Getting started with neural networks: classification and regression -- 5. Fundamentals of machine learning -- 6. The universal workflow of machine learning -- 7. Working with Keras: a deep dive -- 8. Introduction to deep learning for computer vision -- 9. Advanced deep learning for computer vision -- 10. Deep learning for timeseries -- 11. Deep learning for text -- 12. Generative deep learning -- 13. Best practices for the real world -- 14. Conclusions. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Recent innovations in deep learning unlock exciting new software capabilities like automated language translation, image recognition, and more. Deep learning is quickly becoming essential knowledge for every software developer, and modern tools like Keras and TensorFlow put it within your reach-- even if you have no background in mathematics or data science. This book shows you how to get started. "Deep learning with Python, second edition" introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you'll build your understanding through intuitive explanations, crisp illustrations, and clear examples. You'll quickly pick up the skills you need to start developing deep-learning applications.-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Python (Computer program language). |
| Topical Term | Machine learning. |
| Topical Term | Neural networks (Computer science). |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Course Reserve |
| Koha issues (borrowed), all copies | 5 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 23/01/2024 | 30 | 2370.09 | 006.31 CHO/D | TB11412 | 3246.70 | 23/01/2024 | Course Reserve | |
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 23/01/2024 | 30 | 2370.09 | 006.31 CHO/D | TB11415 | 3246.70 | 23/01/2024 | Text Book | |
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 23/01/2024 | 30 | 2370.09 | 006.31 CHO/D | TB11414 | 3246.70 | 23/01/2024 | Text Book | |
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 23/01/2024 | 30 | 2370.09 | 006.31 CHO/D | TB11413 | 3246.70 | 23/01/2024 | Text Book | |
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 23/01/2024 | 30 | 2370.09 | 006.31 CHO/D | TB11417 | 3246.70 | 23/01/2024 | Text Book | |
| Not withdrawn | Not Lost | not damaged | SES | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 23/01/2024 | 30 | 2370.09 | 006.31 CHO/D | TB11416 | 3246.70 | 23/01/2024 | Text Book |