Mathematics for Machine Learning (Record no. 148137)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01056nam a22001817a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240116b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781009108850 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | DEI |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Deisenroth, Marc Peter |
| 9 (RLIN) | 110053 |
| 245 ## - TITLE STATEMENT | |
| Title | Mathematics for Machine Learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Cambridge University Press |
| Date of publication, distribution, etc | 2020 |
| Place of publication, distribution, etc | New Delhi |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 371p |
| 500 ## - GENERAL NOTE | |
| General note | Part – 1: Mathematical Foundations<br/>Introduction and Motivation<br/>Linear Algebra<br/>Analytic Geometry<br/>Matrix Decompositions<br/>Vector Calculus<br/>Probability and Distributions<br/>Continuous Optimization<br/>Part – 2: Central Machine Learning Problems<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/>References<br/>Index<br/> |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Electronics and Instrumentations |
| 9 (RLIN) | 96205 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Faisal, A. Aldo |
| 9 (RLIN) | 96206 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ong, Cheng Soon |
| 9 (RLIN) | 96207 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Book |
| Call number prefix | 006.31 |
| Call number suffix | DEI |
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