Hands-on Machine Learning with Scikit-Learn & TensorFlow : (Record no. 3211)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01933cam a22001697i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251225153646.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190403t20172017cc a 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789352135219 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | GerH |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Géron, Aurélien |
| 245 10 - TITLE STATEMENT | |
| Title | Hands-on Machine Learning with Scikit-Learn & TensorFlow : |
| Remainder of title | Concepts, Tools, and Techniques to Build Intelligent Systems / |
| Statement of responsibility, etc | AurÈlien GÈron |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xx, 551p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Graphics in this book are printed in black and white. 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 frameworksóscikit-learn and TensorFlowóauthor AurÈlien GÈron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. Youíll 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 youíve learned, all you need is programming experience to get started.<br/>Explore the machine learning landscape, particularly neural nets Use scikit-learn to track an example machine-learning project end-to-end<br/><br/>Explore several training models, including support vector machines, decision trees, random forests and ensemble methods<br/>Use the TensorFlow library to build and train neural nets<br/>Dive into neural net architectures, including convolutional nets, recurrent nets and deep reinforcement learning<br/>Learn techniques for training and scaling deep neural nets<br/>Apply practical code examples without acquiring excessive machine learning theory or algorithm details |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Purchase Price | Bill number | Full call number | Accession Number | Print Price | Bill Date/Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | Reference | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | REF 006.31 GerH | 05979 | 1475.00 | 09/05/2019 | Reference | |||
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | 006.31 GER/H | 05980 | 1475.00 | 09/05/2019 | Books | |||
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | 006.31 GER/H | 05981 | 1475.00 | 09/05/2019 | Books | |||
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | 006.31 GER/H | 05982 | 1475.00 | 09/05/2019 | Books | |||
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | 006.31 GER/H | 05983 | 1475.00 | 09/05/2019 | Books | |||
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | 006.31 GER/H | 05984 | 1475.00 | 09/05/2019 | Books | |||
| Computer Science | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 10/08/2019 | The Book Syndicate | 1180.00 | BS/38324 | 006.31 GER/H | 05985 | 1475.00 | 09/05/2019 | Books |