Machine Learning (Record no. 1432926)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01470nam a22002657a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250625145229.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250625b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9798886130706 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Source of code | eng |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | D65,8(B):(S:72) R4 |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Wichert , Andreas |
| Relator term | author. |
| 9 (RLIN) | 814557 |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning |
| Remainder of title | : Journey to Deep Learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | London : |
| Name of publisher, distributor, etc. | World Scientific, |
| Date of publication, distribution, etc. | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvi, 624p. |
| Other physical details | : ill. |
| Dimensions | ; 23 cm. |
| 500 ## - GENERAL NOTE | |
| General note | Includes bibliography and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This unique compendium discusses some core ideas for the development and implementation of machine learning from three different perspectives — the statistical perspective, the artificial neural network perspective and the deep learning methodology.The useful reference text represents a solid foundation in machine learning and should prepare readers to apply and understand machine learning algorithms as well as to invent new machine learning methods. It tells a story outgoing from a perceptron to deep learning highlighted with concrete examples, including exercises and answers for the students. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning. |
| 9 (RLIN) | 480917 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Probability. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Deep learning |
| 9 (RLIN) | 733223 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Linear Algebra. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Perceptron. |
| 9 (RLIN) | 814558 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sa-Couto, Luis |
| Relator term | co-author. |
| 9 (RLIN) | 814559 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Koha item type | Textual |
| Classification part | D65,8(B):(S:72) R4 |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date due | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Colon Classification (CC) | Central Science Library | Central Science Library | 2024-10-23 | Classic Book Service | 1 | D65,8(B):(S:72) R4 | SL1655948 | 2026-03-05 | 2026-02-19 | 2026-02-19 | 2025-06-25 | Textual |