# Advanced Matrix Theory and Linear Algebra for Engineers

- Institution: IISc Bangalore
- Department: Mathematics
- Teacher: Prof. Vittal Rao
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111108066)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111108066)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Prologue Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/37068183908f) (Video)
2. [Prologue Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/e27e80ff112d) (Video)
3. [Prologue Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/651b1ed6779d) (Video)
4. [Linear Systems Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/2b94580b745c) (Video)
5. [Linear Systems Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/0c0c04f28aed) (Video)
6. [Linear Systems Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/1c993ae7ea67) (Video)
7. [Linear Systems Part 4](https://invisiblenetwork.ai/learn/nptel/111108066/30783b7b1fed) (Video)
8. [Vector Spaces Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/a98b14c35901) (Video)
9. [Vector Spaces Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/d55605723b38) (Video)
10. [Linear Independence and Subspaces Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/df902476993a) (Video)
11. [Linear Independence and Subspaces Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/a01c6ef4c0ba) (Video)
12. [Linear Independence and Subspaces Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/608a90783a3b) (Video)
13. [Linear Independence and Subspaces Part 4](https://invisiblenetwork.ai/learn/nptel/111108066/44b41aac4037) (Video)
14. [Basis Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/fa5f0258b4bd) (Video)
15. [Basis Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/cfc2ac35dea3) (Video)
16. [Basis Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/2826793a4c92) (Video)
17. [Linear Transformations Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/a1ce36868f4b) (Video)
18. [Linear Transformations Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/678a4ad1b05f) (Video)
19. [Linear Transformations Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/e7412b5eba55) (Video)
20. [Linear Transformations Part 4](https://invisiblenetwork.ai/learn/nptel/111108066/fb45cb07c2db) (Video)
21. [Linear Transformations Part 5](https://invisiblenetwork.ai/learn/nptel/111108066/fdfc618fb2b3) (Video)
22. [Inner Product and Orthogonality Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/1c9aefe54ac9) (Video)
23. [Inner Product and Orthogonality Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/910e88aa2ae6) (Video)
24. [Inner Product and Orthogonality Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/a5d667487627) (Video)
25. [Inner Product and Orthogonality Part 4](https://invisiblenetwork.ai/learn/nptel/111108066/fcb024348270) (Video)
26. [Inner Product and Orthogonality Part 5](https://invisiblenetwork.ai/learn/nptel/111108066/a65ea159c29a) (Video)
27. [Inner Product and Orthogonality Part 6](https://invisiblenetwork.ai/learn/nptel/111108066/ad43ac21526f) (Video)
28. [Diagonalization Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/2359c65f2acc) (Video)
29. [Diagonalization Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/76667661d734) (Video)
30. [Diagonalization Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/9069a976514b) (Video)
31. [Diagonalization Part 4](https://invisiblenetwork.ai/learn/nptel/111108066/807025b51d03) (Video)
32. [Hermitian and Symmetric matrices Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/a35b6eb060b2) (Video)
33. [Hermitian and Symmetric matrices Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/0dd0fcbc0a43) (Video)
34. [Hermitian and Symmetric matrices Part 3](https://invisiblenetwork.ai/learn/nptel/111108066/0317ba41864d) (Video)
35. [Hermitian and Symmetric matrices Part 4](https://invisiblenetwork.ai/learn/nptel/111108066/ae838674cedb) (Video)
36. [Singular Value Decomposition (SVD) Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/ce3497a2c33b) (Video)
37. [Singular Value Decomposition (SVD) Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/6d19ea5a4b37) (Video)
38. [Back To Linear Systems Part 1](https://invisiblenetwork.ai/learn/nptel/111108066/76b48d15f971) (Video)
39. [Back To Linear Systems Part 2](https://invisiblenetwork.ai/learn/nptel/111108066/da7142eb2650) (Video)
40. [Epilogue](https://invisiblenetwork.ai/learn/nptel/111108066/7523384c25d7) (Video)