Why do we do SVD?

Related questions

1. Is Singular Value Decomposition unique?
2. What is singular value decomposition in image processing?
3. What is an eigenvalue equation?
4. What is a regular function?
5. What is single value?
6. What is single valued dependency?
7. What are SQL functions?
8. Does every matrix have a SVD?
9. What is TruncatedSVD?
10. Can eigenvalues be zero?

Tags

1. #discover
2. #least
3. #provides
4. #linear
5. #matrix
6. #allows
7. #image
8. #factorize
9. #vectors
10. #singular
11. #denoising
12. #squares
13. #decomposition
14. #compression
15. #values
16. #value
17. #information
18. #eigendecomposition
19. #another
20. #regression