Hands-on machine learning with scikit-learn, keras, and tensorflow : (Record no. 2998)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02406nam a2200301Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250416020503.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230817s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789355421982 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IISER BPR |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | Eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | GOR |
| Edition number | 23rd |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Géron, Aurélien |
| 9 (RLIN) | 450 |
| 245 #0 - TITLE STATEMENT | |
| Title | Hands-on machine learning with scikit-learn, keras, and tensorflow : |
| Remainder of title | Concepts, tools and techniques to build intelligent systems |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Navi Mumbai: |
| Name of publisher, distributor, etc | Shroff Publishers & Distributors Pvt. Ltd, |
| Date of publication, distribution, etc | c2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxv, 835p. : |
| Other physical details | ill (col), (pbk). ; |
| Dimensions | 23cm. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.<br/><br/>With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started.<br/><br/>Use scikit-learn to track an example machine learning project end to end<br/>Explore several models, including support vector machines, decision trees, random forests, and ensemble methodsExploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection<br/>Dive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformers<br/>Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning<br/>Train neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI<br/><br/>Includes appendices and index. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Sciences |
| 9 (RLIN) | 451 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Special Computer Methods |
| 9 (RLIN) | 452 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine Learning |
| 9 (RLIN) | 453 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha issues (borrowed), all copies | 7 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| 947 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| a | 3000 |
| 947 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| a | 3000 |
| 948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN) | |
| Series part designator, SPT (RLIN) | 22 |
| 948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN) | |
| Series part designator, SPT (RLIN) | 22 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Checked out | Date last seen | Date checked out | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Vigyanpuri Campus | Vigyanpuri Campus | 03/01/2024 | 29 | 2340.00 | 9 | 10 | 006.31 GOR | 006293 | 24/07/2025 | 09/07/2025 | 09/07/2025 | 3000.00 | 03/01/2024 | Books |
