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7

Matrix Decompositions

Breaking Down Complexity

Factoring matrices into simpler, more revealing components — the key to computational efficiency.

Lessons

1

Why Decompose?

2

LU Decomposition

3

QR Decomposition

4

Singular Value Decomposition (SVD)

5

Cholesky Decomposition

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