Local cover image
Local cover image
Amazon cover image
Image from Amazon.com

Linear algebra and optimization with applications to machine learning (Volume 1) : linear algebra for computer vision, robotics, and machine learning / Jearn Gallier and Jocelyn Quaintance

By: Contributor(s): Material type: TextTextPublication details: India World Scientific 2023Description: 806pISBN:
  • 9781944660345
Subject(s): DDC classification:
  • 512.50285 GAL-J
Star ratings
    Average rating: 0.0 (0 votes)
Item type Current library Collection Shelving location Call number Copy number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 510 General Stack (For lending) 512.50285 GAL-J (Browse shelf(Opens below)) INR 2,895.00 Available 47345
Total holds: 0

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

There are no comments on this title.

to post a comment.

Click on an image to view it in the image viewer

Local cover image
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

© 2015 BITS-Library, BITS-Hyderabad, India.