Singular Value Decomposition (SVD) Explained

Published: 14 May 2024
on channel: DataMListic

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In this video, we explore how we can factorize any rectangular matrix using the singular value decomposition and why this transformation can be useful when solving machine learning problems.

References
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Eigendecomposition Explained:    • Eigendecomposition Explained

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Contents
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00:00 - Intro
00:33 - SVD Ecquiation
01:33 - SVD Visualization
03:38 - SVD Application 1 - Image Compression
04:26 - SVD Application 2 - Recommandation Systems
05:28 - Outro

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#svd #singularvaluedecomposition #eigenvectors #eigenvalues #linearalgebra

Watch video Singular Value Decomposition (SVD) Explained online without registration, duration hours minute second in high quality. This video was added by user DataMListic 14 May 2024, don't forget to share it with your friends and acquaintances, it has been viewed on our site 4,132 once and liked it 116 people.

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