A First course in machine learning/ (Record no. 30177)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01040nam a2200229 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250204b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032937908 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 ROG |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rogers, Simon |
| 245 ## - TITLE STATEMENT | |
| Title | A First course in machine learning/ |
| Statement of responsibility, etc. | by Simon Rogers & Mark Girolami |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton: |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | c2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxix, 397 p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The new edition of A First Course in Machine Learning by Rogers and Girolami is an excellent introduction to the use of statistical methods in machine learning. The book introduces concepts such as mathematical modeling, inference, and prediction, providing ‘just in time’ the essential background on linear algebra, calculus, and probability theory that the reader needs to understand these concepts |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Database Management |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Mining |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Statistics |
| 710 ## - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Girolami, Mark |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Total checkouts | Full call number | Barcode | Date due | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | International Management Institute New Delhi | International Management Institute New Delhi | 04/02/2025 | 1 | 006.31 ROG | 22014 | 08/05/2025 | 07/02/2025 | 07/02/2025 | 04/02/2025 | Book |