Machine learning refined: (Record no. 44503)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01517 a2200193 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 161104b 2016 xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107123526 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | WAT |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Watt, Jeremy |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning refined: |
| Remainder of title | foundations, algorithms, and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Cambridge University Press, |
| Date of publication, distribution, etc | 2016. |
| Place of publication, distribution, etc | New York: |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 286 p.; |
| Other physical details | ill.; |
| Dimensions | 25 cm.; |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 4541.7 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Providing a unique approach to machine learning, this text contains fresh and intuitive, yet rigorous, descriptions of all fundamental concepts necessary to conduct research, build products, tinker, and play. By prioritizing geometric intuition, algorithmic thinking, and practical real world applications in disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology, this text provides readers with both a lucid understanding of foundational material as well as the practical tools needed to solve real-world problems. With in-depth Python and MATLAB/​OCTAVE-based computational exercises and a complete treatment of cutting edge numerical optimization techniques, this is an essential resource for students and an ideal reference for researchers and practitioners working in machine learning, computer science, electrical engineering, signal processing, and numerical optimization |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Borhani, Reza |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Katsaggelos, Aggelos |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date last borrowed | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IIT Gandhinagar | IIT Gandhinagar | 04/11/2016 | Himanshu Books | 4541.70 | 22 | 2 | 006.31 WAT | 024048 | 04/01/2024 | 03/01/2024 | 4541.70 | Books |
