Inference and learning from data : Foundations (Record no. 33187)

000 -LEADER
fixed length control field a
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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
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
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Date acquired Cost, normal purchase price Full call number Barcode Date last seen Koha item type
          DAIICT DAIICT 2024-04-03 9297.91 519.54 SAY 034933 2024-04-04 Books

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