Singular Value Decomposition (SVD) Explained

Опубликовано: 14 Февраль 2026
на канале: 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