Data Science and Machine Learning : (Record no. 2803)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01546nam a22002777a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-NbEJU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241127231513.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240729s2020 flu gr 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138492530 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-NbEJU |
| Language of cataloging | eng |
| Transcribing agency | EG-NbEJU |
| Modifying agency | EG-NbEJU |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q325.5 |
| Item number | K76 2020 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kroese , Dirk P. |
| 245 10 - TITLE STATEMENT | |
| Title | Data Science and Machine Learning : |
| Remainder of title | Mathematical and Statistical Methods / |
| Statement of responsibility, etc. | Dirk P. Kroese , Zdravko Botev , Thomas Taimre , Radislav Vaisman |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press , |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 513 Pages ; |
| Dimensions | 24 cm |
| 500 ## - GENERAL NOTE | |
| General note | Includes Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right notes: the choice of topics is up-to-date and perfect for a course on data science for mathematics students at the advanced undergraduate or early graduate level. This book fills a sorely-needed gap in the existing literature by not sacrificing depth for breadth, presenting proofs of major theorems and subsequent derivations, as well as providing a copious amount of Python code. I only wish a book like this had been around when I first began my journey!" -Nicholas Hoell, University of Toronto |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning |
| General subdivision | Mathematics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning |
| General subdivision | Statistical methods |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Taimre , Thomas |
| Relator term | Co-author |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vaisman , Radislav |
| Relator term | Co-author |
| 901 ## - Cataloger information | |
| Cataloger Name | نورهان |
| 902 ## - PDF File name | |
| PDF File name | ENG_03_ (136) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| 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 | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | 07/17/2024 | Q325.5 .K76 2020 | 10002387 | 07/17/2024 | C. 1 | 07/17/2024 | Books | |||||
| Library of Congress Classification | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | 07/17/2024 | Q325.5 .K76 2020 | 10009563 | 07/17/2024 | C. 2 | 07/17/2024 | Books | |||||
| Library of Congress Classification | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | 07/17/2024 | Q325.5 .K76 2020 | 10001361 | 07/17/2024 | C. 3 | 07/17/2024 | Books |