Machine Learning (Record no. 369314)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01360 a2200217 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251210123157.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251209b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781259096952 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mitchell T. |
| 9 (RLIN) | 215695 |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | McGrawHill Edu |
| Date of publication, distribution, etc. | 2013 |
| Place of publication, distribution, etc. | New York |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 414pp |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This textbook provides a single source introduction to the primary approaches to machine learning. It is intended for advanced undergraduate and graduate students, as well as for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed.<br/><br/>Several key algorithms, example date sets, and project- oriented home work assignments discussed in the book are accessible through the World Wide Web.<br/><br/>Feature:<br/><br/>The book covers the concepts and techniques from the various fields in a unified fashion<br/><br/>Covers very recent subjects such as genetic algorithms, reinforcement learning, and inductive logic programming.<br/><br/>Writing style is clear, explanatory and precise." |
| 650 01 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Concept Learning and the General-to-Specific Ordering |
| 9 (RLIN) | 215761 |
| 650 02 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Decision Tree Learning |
| 9 (RLIN) | 215762 |
| 650 03 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial Neural Networks |
| 9 (RLIN) | 215763 |
| 650 04 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Evaluating Hypothese |
| 9 (RLIN) | 215764 |
| 650 05 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computational Learning Theory |
| 9 (RLIN) | 215765 |
| 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 | Date acquired | Vendor | Cost, normal purchase price | Total Checkouts | Barcode | Date last seen | Cost, replacement price | Bill Date | Koha item type | Original Barcode |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | MCA | MKSSS s K.B. Joshi Institute of Information Technology Library | MKSSS s K.B. Joshi Institute of Information Technology Library | 06/12/2025 | 8 | 1155.00 | KBJP-BK-2888 | 06/12/2025 | 1540.00 | 06/12/2025 | Books | 2888 |
