Machine learning : (Record no. 209274)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01127nam a22003257a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IIITD |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250902132837.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250826b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789393330697 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IIITD |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | MUR-M |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Murty, M N |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning : |
| Remainder of title | theory and practice |
| Statement of responsibility, etc | by M N Murty and Ananthanarayana V S |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Telangana : |
| Name of publisher, distributor, etc | Universities Press, |
| Date of publication, distribution, etc | ©2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xi, 332 p. : |
| Other physical details | col. ill. ; |
| Dimensions | 23 cm. |
| 500 ## - GENERAL NOTE | |
| General note | Includes indexes. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 1: Introduction to Machine Learning |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 2: Nearest Neighbor-Based Models |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 3: Models Based on Decision Trees |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 4: The Bayes Classifier |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 5: Machine Learning Based on Frequent Itemsets |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 6: Representation |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 7: Clustering |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 8: Linear Discriminants for Machine Learning |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Chapter 9: Deep Learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computers-- Machine Theory |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | V S, Ananthanarayana |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Bill No. | Bill Date | Cost, normal purchase price | PO No. | PO Date | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Vendor/Supplier | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computer Science and Engineering | IIITD | IIITD | General Stacks | 25/08/2025 | 6362 | 2025-08-21 | 607.75 | IIITD/LIC/BS/2024/10/21 | 2025-08-06 | 006.31 MUR-M | 013549 | 25/08/2025 | 850 | 25/08/2025 | New India Book Agency | Books |