Linear algebra and optimization with applications to machine learning: (Record no. 7764)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01473nam a22001937a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241114205431.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241114b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781944660345 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 512.5 |
| Item number | JEA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Jean Gallier |
| 245 ## - TITLE STATEMENT | |
| Title | Linear algebra and optimization with applications to machine learning: |
| Remainder of title | linear algebra for computer vision, robotics, and machine learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | World Scientific Publishing |
| Place of publication, distribution, etc. | Singapore |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 806 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 2995.00 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book provides the mathematical fundamentals of linear algebra to practicers 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.<br/><br/>(https://www.worldscientific.com/worldscibooks/10.1142/11446#t=aboutBook) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Algebras, Linear |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Quaintance, Jocelyn |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Serial Enumeration / chronology | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Operations Management & Quantitative Techniques | TB2248 | 28-10-2024 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 11/14/2024 | Technical Bureau India Pvt. Ltd. | 2081.52 | Vol. I | 512.5 JEA | 006402 | 11/14/2024 | 1 | 2995.00 | 11/14/2024 | Book |