Linear algebra and optimization with applications to machine learning (Volume 1) : (Record no. 90977)

MARC details
000 -LEADER
fixed length control field 01567nam a22002297a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 231010b2023 |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781944660345
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 512.50285 GAL-J
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Gallier, Jean
245 ## - TITLE STATEMENT
Title Linear algebra and optimization with applications to machine learning (Volume 1) :
Remainder of title linear algebra for computer vision, robotics, and machine learning /
Statement of responsibility, etc. Jearn Gallier and Jocelyn Quaintance
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. India
Name of publisher, distributor, etc. World Scientific
Date of publication, distribution, etc. 2023
300 ## - PHYSICAL DESCRIPTION
Extent 806p.
500 ## - GENERAL NOTE
General note This book provides the mathematical fundamentals of linear algebra to practicers in computer vision, machine learning, robotics, applied mathematics, and electrical engineering. By only assuming a knowledge of calculus, the authors develop, in a rigorous yet down to earth manner, the mathematical theory behind concepts such as: vectors spaces, bases, linear maps, duality, Hermitian spaces, the spectral theorems, SVD, and the primary decomposition theorem. At all times, pertinent real-world applications are provided. This book includes the mathematical explanations for the tools used which we believe that is adequate for computer scientists, engineers and mathematicians who really want to do serious research and make significant contributions in their respective fields
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Robotics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algebras, Linear--Data processing
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science--Mathematics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer-aided design
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algebras, Linear
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer vision
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Quaintance, Jocelyn
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
Withdrawn status
Holdings
Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
  Dewey Decimal Classification     510 BITS Pilani Hyderabad BITS Pilani Hyderabad General Stack (For lending) 10/10/2023   512.50285 GAL-J 47345 10/10/2023 10/10/2023 Books
An institution deemed to be a University Estd. Vide Sec.3 of the UGC
Act,1956 under notification # F.12-23/63.U-2 of Jun 18,1964

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