Data science for mathematicians (Record no. 4500)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01577nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230117113005.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230117b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367027056 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 515 |
| Item number | CAR |
| 245 ## - TITLE STATEMENT | |
| Title | Data science for mathematicians |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | CRC Press |
| Place of publication, distribution, etc. | Boco Raton |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 528 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 140.00 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Table of Contents<br/>Contents<br/><br/>Chapter 1 Introduction 1<br/>Chapter 2 Programming with Data<br/>Chapter 3 Linear Algebra<br/>Chapter 4 Basic Statistics<br/>Chapter 5 Clustering<br/>Chapter 6 Operations Research<br/>Chapter 7 Dimensionality Reduction<br/>Chapter 8 Machine Learning<br/>Chapter 9 Deep Learning<br/>Chapter 10 Topological Data Analysis<br/>Bibliography |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Mathematicians have skills that, if deepened in the right ways, would enable them to use data to answer questions important to them and others, and report those answers in compelling ways. Data science combines parts of mathematics, statistics, computer science. Gaining such power and the ability to teach has reinvigorated the careers of mathematicians. This handbook will assist mathematicians to better understand the opportunities presented by data science. As it applies to the curriculum, research, and career opportunities, data science is a fast-growing field. Contributors from both academics and industry present their views on these opportunities and how to advantage them. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical analysis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Carter, Nathan |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Operations Management & Quantitative Techniques | 575/22-23 | 30-12-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 01/17/2023 | T V Enterprises | 9214.20 | 515 CAR | 004211 | 01/17/2023 | 1 | 14014.00 | 01/17/2023 | Book |