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The Singular Value Decomposition without Algebra

Understand the Ultimate Linear Algebra concept with Geometry

Ravi Charan
13 min readJun 18, 2020

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It is an unfortunate reality that many people try to learn linear algebra with algebra when what’s going on is essentially a geometric matter (that means you can understand it with pictures). I previously described this point of view in Understanding Regression with Geometry and…

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Data Scientist, Mathematician. Formerly @MIT, @McKinsey, currently teaching computers to read