| 000 -LEADER |
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| fixed length control field |
nam a22 7a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190625b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781470435752 |
| Terms of availability |
(hbk) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
510 |
| Item number |
MAH |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mahoney, Michael W. |
| Relator term |
edt |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Mathematics of Data |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
USA : |
| Name of publisher, distributor, etc |
American Mathematical Society, |
| Date of publication, distribution, etc |
2018 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii, 325 p. : |
| Other physical details |
ill. ; |
| Dimensions |
26 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
104.00 |
| Price type code |
USD |
| Unit of pricing |
00 |
| 490 ## - SERIES STATEMENT |
|---|
| Series statement |
IAS/Park City mathematics series ; |
| Volume number/sequential designation |
v. 25 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book gives an introduction to the mathematical methods that form the foundations of machine learning and data science, presented by leading experts in computer science, statistics, and applied mathematics. Although the chapters can be read independently, they are designed to be read together as they lay out algorithmic, statistical, and numerical approaches in diverse but complementary ways. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Big data |
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| Topical term or geographic name as entry element |
Mathematics |
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| Topical term or geographic name as entry element |
Mathematics teachers |
|
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| Topical term or geographic name as entry element |
Linear and multilinear algebra |
|
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| Topical term or geographic name as entry element |
Matrix theory |
|
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| Topical term or geographic name as entry element |
Research exposition |
|
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| Topical term or geographic name as entry element |
Convex and discrete geometry |
|
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| Topical term or geographic name as entry element |
Probability theory |
|
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| Topical term or geographic name as entry element |
Stochastic processes |
|
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| Topical term or geographic name as entry element |
Statistics |
|
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| Topical term or geographic name as entry element |
Numerical analysis |
|
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| Topical term or geographic name as entry element |
Computer science |
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| Topical term or geographic name as entry element |
Operations research |
|
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| Topical term or geographic name as entry element |
Mathematical programming |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Duchi, John C. |
| Relator term |
edt |
|
|---|
| Personal name |
Gilbert, Anna C. |
| Relator term |
edt |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |