AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
Data Compression: In scenarios where large datasets need to be compressed or approximated. 4. Numerical Stability: When solving linear equations in ill-conditioned systems, SVD provides numerical stability. 5. Signal Processing: In signal processing, SVD is used for noise reduction and feature