Eigen Vector - Vector along which there is no change in direction
Eigen Value - Amount of Scaling factor defined by Eigen value
Eigen Value Decomposition - Only Square matrix can be performed Eigen Decomposition
Trace - Sum of Eigen Values
Rank of A - Number of Non-Zero Eigen Values
SVD - Singular Value Decomposition
- Swiss Army Knife of Linear Algebra
- SVD - for Stock market Prediction
- SVD - for Data Compression
- SVD - to model sentiments
- SVD is Greatest Gift of Linear Algebra to Data Science
- Square Root of (Eigen Values of AtA) - A Transpose A, becomes Singular Value of
Happy Learning!!! (Revise - Relearn - Practice)
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