The Math of Machine Learning 02 : Linear Algebra

eeeclipse·2020년 5월 6일
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Vector spaces

Linear maps

Metric spaces

Eigenthings

Trace

Determinant

Orthogonal matrices

Symmetric matrices

Singular value decomposition

Fundamental Theorem of Linear Algebra

Operator and matrix norms

Low-rank approximation

Pseudoinverses

Some useful matrix identities

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mathematician, data (engineer or scientist), DBA

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