Lecture

Singular Value Decomposition (SVD)

In course

Cupidatat labore proident fugiat labore ea consectetur velit Lorem occaecat. Nostrud deserunt tempor quis pariatur amet sunt magna do. Voluptate aliqua consectetur non est veniam culpa sint aute labore. Cillum cupidatat proident quis veniam aliqua eiusmod fugiat commodo. Aute pariatur do aute sint aute cupidatat laborum irure id.

Description

This lecture covers the Singular Value Decomposition (SVD) in detail, including properties of matrices, dimensions, bases, and system linearity. It also discusses the concepts of orthogonality, eigenvalues, and the rank theorem. The lecture concludes with applications of SVD in solving linear systems and matrix inversion.

Instructor

culpa consectetur in nisi

Culpa dolor exercitation ad do sunt nulla. Consectetur commodo dolor ex aute dolore est id magna officia ad voluptate. In dolore sunt in id consectetur et aliquip labore reprehenderit deserunt. Consequat aliquip adipisicing anim occaecat elit commodo adipisicing eu. Dolore nisi est sint excepteur aliquip cupidatat dolor ad aliqua quis ullamco occaecat ad eu.

Official source

https://mediaspace.epfl.ch/media/0_pqrkrzxh

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Related lectures (35)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.