Machine learning : (Record no. 10185)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02172pam a2200349 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5846320 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20190423131523.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150202s2015 enka b 001|0|eng d |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | GBB517013 |
| Source | bnb |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128015223 (hbk.) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Uk)017048410 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | 3361524 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | StDuBDS |
| Language of cataloging | eng |
| Transcribing agency | StDuBDS |
| Description conventions | rda |
| Modifying agency | Uk |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | ukblcatcopy |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Edition number | 23 |
| Item number | T.S.M |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Theodoridis, Sergios, |
| Dates associated with a name | 1951- |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning : |
| Remainder of title | a Bayesian and optimization perspective / |
| Statement of responsibility, etc | Sergios Theodoridis. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | London : |
| Name of publisher, distributor, etc | Academic Press, |
| Date of publication, distribution, etc | [2015] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxi, 1050 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 490 0# - SERIES STATEMENT | |
| Series statement | Net Developers Series |
| 500 ## - GENERAL NOTE | |
| General note | Formerly CIP. |
| Institution to which field applies | Uk |
| 500 ## - GENERAL NOTE | |
| General note | computer bookfair2016 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Chapter 1. Introduction Chapter 2. Probability and Stochastic Processes Chapter 3. Learning in Parametric Modeling: Basic Concepts and Directions Chapter 4: Mean-Square Error Linear Estimation Chapter 5. Stochastic Gradient Descent: The LMS Algorithm and Its Family Chapter 6. The Least-Squares Family Chapter 7. Classification: A Tour of the Classics Chapter 8. Parameter Learning: A Convex Analytic Path Chapter 9. Sparsity-Aware Learning: Concepts and Theoretical Foundations Chapter 10. Sparsity-Aware Learning: Algorithms and Applications Chapter 11. Learning in Reproducing Kernel Hilbert Spaces Chapter 12. Bayesian Learning: Inference and the EM Algorithm Chapter 13. Bayesian Learning: Approximate Inference and Nonparametric Models Chapter 14. Monte Carlo Methods Chapter 15. Probabilistic Graphical Models: Part 1 Chapter 16. Probabilistic Graphical Models: Part 2 Chapter 17. Particle Filtering Chapter 18. Neural Networks and Deep Learning Chapter 19. Dimensionality Reduction and Latent Variables Modeling |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| General subdivision | Mathematical models. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | ebook version |
| International Standard Book Number | 9780128017227 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Abstract |
| Uniform Resource Identifier | <a href="http://repository.fue.edu.eg/xmlui/handle/123456789/4286">http://repository.fue.edu.eg/xmlui/handle/123456789/4286</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Acquisition method | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computers & Information Technology ( Computer Science ) | Main library | Main library | A2 | 02/02/2016 | Academic bookshop | 900.00 | Purchase | 006.31 T.S.M | 00012930 | 19/02/2025 | 02/02/2016 | Books |