NeuroGenesys All reference videosAcademy • Video series • 36 videosOpen on YouTube
MIT 18.06 Linear Algebra, Spring 2005
MIT OpenCourseWare
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Gilbert Strang's classic course, for the full university treatment.
This is a full series. The player starts at the first episode; use its playlist menu, or open it on YouTube, to pick an episode.
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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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6:44Steve BruntonSingular Value Decomposition (SVD): Overview
Opens a full lecture series on the SVD and its data-science uses.
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