Data Science for Mathematicians (Record no. 1433394)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01912nam a22002537a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250702095413.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250702b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978103294561 |
| 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 | B28 R1 |
| Assigning agency | CSL |
| 245 ## - TITLE STATEMENT | |
| Title | Data Science for Mathematicians |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New york : |
| Name of publisher, distributor, etc. | CRC Press/Taylor & Francis, |
| Date of publication, distribution, etc. | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv,528p. |
| Other physical details | : ill. |
| Dimensions | ; 24 cm. |
| 490 ## - SERIES STATEMENT | |
| Series statement | CRC Press/ Chapman and Hall Handbooks in Mathematics Series |
| 500 ## - GENERAL NOTE | |
| General note | Includes bibliography and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data Science for Mathematicians presents the experience and insight of mathematicians who have retrained themselves as data scientists. Readers with a mathematical background and some computing expe-rience can use this book as a pathway to teaching in a data science program or starting research in the field.Students of data science, as they learn techniques and best practices, often ask why the techniques work and how they became best practices. A. mathematical mindset is uniquely qualified to answer those why questions, and thus mathematicians' involvement makes the teaching of data science more robust.The next generation of data scientists will be trained by faculty in the related disciplines of statistics, computer science, and mathematics. While pure mathematicians may be unfamiliar with data science, they have powerful skills that, if deepened in the ways set out in this book, would prepare them not only to teach the next generation of data scientists, but also to answer compelling questions with data. Gaining such power has reinvigorated the careers of many mathematicians |
| 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 | Clustering. |
| 9 (RLIN) | 733203 |
| 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 | Dimensionality Reduction. |
| 9 (RLIN) | 459955 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Carter, Nathan |
| Relator term | editor. |
| 9 (RLIN) | 815135 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Koha item type | Textual |
| Classification part | B28 R1 |
| 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 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 | B28 R1 | SL1655956 | 2025-11-21 | 2025-11-11 | 2025-07-02 | Textual |