Machine Learning : An Algorithmic Prespective (Record no. 6421)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01071nam a22001817a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250624095155.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250624b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138583405 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | MAR |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Marsland, Stephen |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning : An Algorithmic Prespective |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page No. | xx, 437p. |
| Dimensions | 24 x 18 cm |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | 1. Introduction<br/><br/>2. Preliminaries<br/><br/>3. Neurons, Neural Networks, and Linear Discriminants<br/><br/>4. The Multi-Layer Perceptron<br/><br/>5. Radial Basis Functions and Splines<br/><br/>6. Dimensionality Reduction<br/><br/>7. Probabilistic Learning<br/><br/>8. Support Vector Machines<br/><br/>9. Optimization and Search<br/><br/>10. Evolutionary Learning<br/><br/>11. Reinforcement Learning<br/><br/>12. Learning with Trees<br/><br/>13. Decision by Committee: Ensemble Learning<br/><br/>14. Unsupervised Learning<br/><br/>15. Markov Chain Monte Carlo (MCMC) Methods<br/><br/>16. Graphical Models<br/><br/>17. Symmetric Weights and Deep Belief Networks<br/><br/>18. Gaussian Processes |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Reference |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Currency | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Bill Date | Koha item type | Bill Number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | DS (Data Science) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 14/06/2025 | ₹ | 1295.00 | 006.31 MAR | 96316 | 24/06/2025 | 14/06/2025 | Reference | CRB/90 | |||||
| Dewey Decimal Classification | DS (Data Science) | Raj Kumar Goel Institute of Technology | Raj Kumar Goel Institute of Technology | 14/06/2025 | ₹ | 1295.00 | 006.31 MAR | 96317 | 24/06/2025 | 14/06/2025 | Reference | CRB/90 |