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Singular Value Decomposition (SVD): Overview
Steve Brunton
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Opens a full lecture series on the SVD and its data-science uses.
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9:523Blue1BrownVectors | Chapter 1, Essence of linear algebra
Start of the classic visual series. The whole playlist is worth it.
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10:593Blue1BrownLinear transformations and matrices | Chapter 3, Essence of linear algebra
Matrices as maps: the mental model behind every neural-network layer.
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17:163Blue1BrownEigenvectors and eigenvalues | Chapter 14, Essence of linear algebra
The directions a map only stretches, and why they matter.
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Essence of linear algebra
The full visual series, from vectors to abstract vector spaces.
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