| 000 -LEADER |
|---|
| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
240404b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781009218146 |
| Terms of availability |
hbk. |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.54 |
| Item number |
SAY |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sayed, Ali H. |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Inference and learning from data : Foundations |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc |
Cambridge University Press, |
| Date of publication, distribution, etc |
2023 |
| Place of publication, distribution, etc |
Cambridge : |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
li, 1052 p. ; |
| Other physical details |
ill., |
| Dimensions |
24 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
84.99 |
| Price type code |
£ |
| Unit of pricing |
109.40 |
| 490 ## - SERIES STATEMENT |
|---|
| Volume number/sequential designation |
Vol. 1 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Summary:This extraordinary three-volume work provides an accessible, comprehensive introduction to mathematical and statistical techniques for data-driven learning and inference. Ideal for early-career researchers and graduate students across signal processing, machine learning, statistics and data science. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Big data |
|
|---|
| Topical term or geographic name as entry element |
Statistical methods |
|
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| Topical term or geographic name as entry element |
Mathematical models |
|
|---|
| Topical term or geographic name as entry element |
Inference |
|
|---|
| Topical term or geographic name as entry element |
PrimalDual Methods |
|
|---|
| Topical term or geographic name as entry element |
Vector Differentiation |
|
|---|
| Topical term or geographic name as entry element |
Gaussian Distribution |
|
|---|
| Topical term or geographic name as entry element |
Convex Functions |
|
|---|
| Topical term or geographic name as entry element |
Lipschitz Conditions |
|
|---|
| Topical term or geographic name as entry element |
Uniform Sampling |
|
|---|
| Topical term or geographic name as entry element |
Random Reshuffling |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |