Linear algebra and optimization with applications to machine learning / (Record no. 52370)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01607nam a22002777a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BdCUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240507124752.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240507b ii ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781944660345 |
| 040 ## - CATALOGING SOURCE | |
| Language of cataloging | eng |
| Transcribing agency | IN-BdCUP |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 512.5 |
| Item number | GAL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gallier, Jean |
| Relator term | Author |
| 245 ## - TITLE STATEMENT | |
| Title | Linear algebra and optimization with applications to machine learning / |
| Statement of responsibility, etc. | By: Jean Gallier & Jocelyn Quaintance |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New Jersey : |
| Name of publisher, distributor, etc. | World Scientific, |
| Date of publication, distribution, etc. | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | Volume 1, xv, 806 pages ; |
| Dimensions | 24 cm. |
| Type of unit | PB |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book provides the mathematical fundamentals of linear algebra to practitioners in computer vision, machine learning, robotics, applied mathematics, and electrical engineering. By only assuming a knowledge of calculus, the authors develop, in a rigorous yet down to earth manner, the mathematical theory behind concepts such as: vectors spaces, bases, linear maps, duality, Hermitian spaces, the spectral theorems, SVD, and the primary decomposition theorem. At all times, pertinent real-world applications are provided. This book includes the mathematical explanations for the tools used which we believe that is adequate for computer scientists, engineers and mathematicians who really want to do serious research and make significant contributions in their respective fields. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Vector spaces |
| Topical term or geographic name entry element | Robotics |
| Topical term or geographic name entry element | Determinants |
| Topical term or geographic name entry element | Spectral graph drawing |
| Topical term or geographic name entry element | Gaussian elimination |
| Topical term or geographic name entry element | Euclidean spaces |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Quaintance, Jocelyn |
| Relator term | Author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection | Home library | Current library | Date acquired | Source of acquisition | Order Number | Cost, normal purchase price | Bill number | Total checkouts | Full call number | Barcode | Date last seen | Actual Cost, replacement price | Bill Date | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computer Science and Technology | Ranganathan Library | Ranganathan Library | 13/03/2024 | Today & Tomorrow Printers and publishers | 23-24/389 | 2316.00 | TTPP/573/23-24 | 512.5 GAL | 050331 | 07/05/2024 | 2895.00 | 08/03/2024 | Book |