Lecture 1

 

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MATRIX DECOMPOSITIONS: This gives an overview of matrix decomposition techniques.

 

Lecture 2

 

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REGULARIZATION & SOLVABILITY: This lecture considers the concept of solvability and linear operators

 

Lecture 3

 

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REGRESSION FOR AX=B: We consider how optimization allows for solving over- and under-determined systems.