Machine Learning (Record no. 2774)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00752nam a2200181la 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9788119896738 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | DUT/M |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Dutt Saikat |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Chandramauli Subrahmanian |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Das Amit Kumar |
| 245 #0 - TITLE STATEMENT | |
| Title | Machine Learning |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd Ed |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Noida |
| Name of publisher | Pearson India Education |
| Year of publication | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 526p. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Introduction to Machine Learning<br/>2 Preparing to Model<br/>3 Modelling and Evaluation<br/>4 Basics of Feature Engineering<br/>5 Brief Overview of Probability<br/>6 Bayesian Concept Learning<br/>7 Supervised Learning: Classification<br/>8 Supervised Learning: Regression<br/>9 Unsupervised Learning<br/>10 Basics of Neural Networks<br/>11 Other Types of Learning" |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine Learning |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Price effective from | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Not For Loan | IIIT Kottayam Central Library | IIIT Kottayam Central Library | Reference | 26/12/2025 | Technical Bureau India Pvt Ltd , TB 2417 dtd 01/12/2025 | 750.00 | 006.31 DUT/M | 3142 | 26/12/2025 | Reference | ||||
| IIIT Kottayam Central Library | IIIT Kottayam Central Library | General Stacks | 17/01/2026 | Technical Bureau India Pvt Ltd , TB 2417 dtd 01/12/2025 | 750.00 | 006.31 DUT/M | 3143 | 17/01/2026 | Books | 1 | ||||
| IIIT Kottayam Central Library | IIIT Kottayam Central Library | General Stacks | 17/01/2026 | Technical Bureau India Pvt Ltd , TB 2417 dtd 01/12/2025 | 750.00 | 006.31 DUT/M | 3144 | 17/01/2026 | Books | 2 | ||||
| IIIT Kottayam Central Library | IIIT Kottayam Central Library | General Stacks | 17/01/2026 | Technical Bureau India Pvt Ltd , TB 2417 dtd 01/12/2025 | 750.00 | 006.31 DUT/M | 3145 | 17/01/2026 | Books | 3 | ||||
| IIIT Kottayam Central Library | IIIT Kottayam Central Library | General Stacks | 17/01/2026 | Technical Bureau India Pvt Ltd , TB 2417 dtd 01/12/2025 | 750.00 | 006.31 DUT/M | 3146 | 17/01/2026 | Books | 4 |