Foundations of machine learning (Record no. 1308296)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01326nam a2200253 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250403140137.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250329b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780262039406 |
| 037 ## - SOURCE OF ACQUISITION | |
| Terms of availability | Textual |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | RTL |
| Transcribing agency | RTL |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | D6,9(b) Q8 |
| Assigning agency | RTL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mohri, Mehryar |
| 9 (RLIN) | 751616 |
| 245 ## - TITLE STATEMENT | |
| Title | Foundations of machine learning |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge |
| Name of publisher, distributor, etc. | The MIT Press |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 486p. |
| Other physical details | Includes bibliographical reference & index |
| 490 ## - SERIES STATEMENT | |
| Series statement | Adaptive computation and machine learning series |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these algorithms. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics. |
| 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 | Computer algorithms |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Rostamizadeh, Afshin |
| 9 (RLIN) | 751617 |
| Relator term | Co-author |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Talwalkar, Ameet |
| 9 (RLIN) | 751618 |
| Relator term | Co-author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Koha item type | Textbook |
| Classification part | D6,9(B) Q8 |
| 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 last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Colon Classification (CC) | Ratan Tata Library | Ratan Tata Library | 2025-03-29 | 1 | D6,9(B) Q8 | RT1528397 | 2026-01-15 | 2025-09-25 | 2025-03-29 | Textbook |