Machine Learning/ (Record no. 14056)
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000 -LEADER | |
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fixed length control field | 01121nam a22002177a 4500 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | OSt |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20250513115517.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 250513b |||||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780190127275 |
040 ## - CATALOGING SOURCE | |
Language of cataloging | Eng |
Transcribing agency | NLU |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Edition number | 23rd Ed. |
Classification number | 006.31 |
Item number | SRI |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Sridhar, Dr. S. |
245 ## - TITLE STATEMENT | |
Title | Machine Learning/ |
Statement of responsibility, etc. | By Dr. S. Sridhar & Dr. M. Vijayalakshmi. |
250 ## - EDITION STATEMENT | |
Edition statement | 1st Ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | New Delhi: |
Name of publisher, distributor, etc. | Oxford University Press, |
Date of publication, distribution, etc. | 2021. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xiv, 479p;, |
Dimensions | 23cm. |
500 ## - GENERAL NOTE | |
General note | Contents:<br/>1. Introduction to Machine Learning.<br/>2. Understanding Data.<br/>3. Basics of Learning Theory.<br/>4. Similarity-based Learning.<br/>5. Regression Analysis.<br/>6. Decision Tree Learning.<br/>7. Rule-based Learning.<br/>8. Bayesian Learning.<br/>9. Probabilistic Graphical Models.<br/>10. Artificial Neural Networks.<br/>11. Support Vector Machines.<br/>12. Ensemble Learning.<br/>13. Clustering Algorithms.<br/>14. Reinforcement Learning.<br/>15. Genetic Algorithms.<br/>16. Deep Learning. |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc. note | Includes <br/>1. Bibliography.<br/>2. Index.<br/>3. About the Author.<br/>4. Related Titles. |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Vijayalakshmi, Dr. M. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | Books |
Edition | 1st Ed. |
Suppress in OPAC | No |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Copy number |
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Dewey Decimal Classification | Computer Science | Central Library | Central Library | GS Collection | 01/05/2025 | 710.00 | 006.31 SRI | 8701 | 13/05/2025 | 01/05/2025 | Books | ||||||
Dewey Decimal Classification | Computer Science | Central Library | Central Library | GS Collection | 01/05/2025 | 710.00 | 006.31 SRI | 8702 | 13/05/2025 | 01/05/2025 | Books | ;1 |