Machine learning refined : (Record no. 91810)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01627cam a22002178i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 18837487 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20170318092642.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151029s2016 nyu 000 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107123526 (hardback) |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | PK-LaUMT |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Edition number | 23 |
| Item number | WAT-M |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Watt, Jeremy |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning refined : |
| Remainder of title | foundations, algorithms, and applications / |
| Statement of responsibility, etc | Jeremy Watt, Reza Borhani, and Aggelos Katsaggelos |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Cambridge : |
| Name of publisher, distributor, etc | Cambridge University Press, |
| Date of publication, distribution, etc | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 286 p. |
| 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 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Borhani, Reza. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Katsaggelos, Aggelos Konstantinos, |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|
| UMT Main Campus | UMT Main Campus | 2017-03-18 | 006.31 WAT-M | 106452 | 2024-10-25 | 2017-03-18 | Books |