Hands-on machine learning with Scikit-Learn and TensorFlow (Record no. 56473)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02270nam a22002297a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200306112424.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200306b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352139057 |
| 028 ## - DISTRIBUTOR NAME | |
| Distributor Name | Brijwasi Book Distributors |
| Distributor address | H-87, Lalita Park,Laxmi Nagar,Delhi-110092 |
| Bill Number | BW/005744 |
| Bill Date | 28/02/2020 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 GER |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Aurélien Géron |
| 245 ## - TITLE STATEMENT | |
| Title | Hands-on machine learning with Scikit-Learn and TensorFlow |
| Remainder of title | : concepts, tools, and techniques to build intelligent systems |
| Statement of responsibility, etc | /Aurélien Géron |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Sebastopol, CA |
| Name of publisher, distributor, etc | : O'Reilly Media |
| Date of publication, distribution, etc | , 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx, 551 pages |
| Dimensions | ; 24 cm |
| 365 ## - TRADE PRICE | |
| Price amount | 2275 |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Contents note | Part I. The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; Support vector machines ; Decision trees ; Ensemble learning and random forests ; Dimensionality reduction --<br/>Part II. Neural networks and deep learning. Up and running with TensorFlow ; Introduction to artificial neural networks ; Training deep neural nets ; Distributing TensorFlow across devices and servers ; Convolutional neural networks ; Recurrent neural networks ; Autoencoders ; Reinforcement learning --<br/>Exercise solutions --<br/>Machine learning project checklist --<br/>SVM dual problem --<br/>Autodiff --<br/>Other popular ANN architectures. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Through a series of recent 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 practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow--author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Science |
| 655 ## - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Machine learning. |
| Non-focus term | Artificial intelligence. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Aurélien Géron |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| 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 | Date last seen | Date checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 06/03/2020 | Brijwasi Book Distributors | 2275.00 | 13 | 1 | 006.31 GER | 27448 | 23/09/2026 | 26/08/2026 | 06/03/2020 | Books | ||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 06/03/2020 | Brijwasi Book Distributors | 2275.00 | 14 | 12 | 006.31 GER | 27449 | 18/09/2026 | 18/09/2026 | 06/03/2020 | Books | ||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 06/03/2020 | Brijwasi Book Distributors | 2275.00 | 14 | 8 | 006.31 GER | 27450 | 21/09/2026 | 24/08/2026 | 06/03/2020 | Books | ||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 06/03/2020 | Brijwasi Book Distributors | 2275.00 | 16 | 17 | 006.31 GER | 27451 | 15/09/2026 | 13/07/2026 | 06/03/2020 | Books | ||||
| Dewey Decimal Classification | SNU LIBRARY | SNU LIBRARY | 06/03/2020 | Brijwasi Book Distributors | 2275.00 | 24 | 28 | 006.31 GER | 27452 | 21/09/2026 | 25/08/2026 | 06/03/2020 | Books |
