Mathematics for Machine Learning (Record no. 9207)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00910nam a22001577a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240731b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-1-108-45514-5 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 006.31 |
| Item number | DEI |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Deisenroth Marc Peter |
| 245 ## - TITLE STATEMENT | |
| Title | Mathematics for Machine Learning |
| Statement of responsibility, etc. | Marc Peter Deisenroth |
| Medium | English |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | UK |
| Name of publisher, distributor, etc. | Cambridge University |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | v, 371 p. , |
| Other physical details | soft bound |
| Dimensions | 18x25.5 cm |
| 505 ## - FORMATTED CONTENTS NOTE | |
| FORMATTED CONTENTS NOTE | Part I: Mathematical Foundations<br/>Introduction and Motivation<br/>Linear Algebra<br/>Analytic Geometry<br/>Matrix Decompositions<br/>Vector Calculus<br/>Probability and Distribution<br/>Continuous Optimization<br/>Part II: Central Machine Learning Problems<br/><br/>When Models Meet Data<br/>Linear Regression<br/>Dimensionality Reduction with Principal Component Analysis<br/>Density Estimation with Gaussian Mixture Models<br/>Classification with Support Vector Machines<br/>Report errata and feedback. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Koha issues (borrowed), all copies | 1 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | Tetso College Library | Tetso College Library | Mathematics | 31/07/2024 | 2449.00 | 1 | 006.31 DEI | 13992 | 07/04/2025 | 18/03/2025 | 31/07/2024 | Books |