38 | Least squares and SVD | Link | Link | Link | 18 Nov |
| Doubt Clearing Session V | Link | Link | No Notes | 15 Nov |
37 | Gradient descent method | Link | Link | Link | 12 Nov |
36 | Conditions for Local Minimizers | Link | Link | Link | 10 Nov |
35 | Minimizers and Feasible Direction | Link | Link | Link | 10 Nov |
34 | Preliminaries for Optimization | Link | Link | Link | 03 Nov |
| Doubt Clearing Session IV | Link | Link | No Notes | 01 Nov |
33 | Introduction to Optimization | Link | Link | Link | 29 Oct |
| Addendum to Lecture-32 | Link | Link | Link | |
32 | Canonical Forms | Link | Link | Link | 27 Oct |
31 | Minimal Polynomial | Link | Link | Link | 26 Oct |
| Doubt Clearing Session - III | Link | Link | Link | 22 Oct |
30 | Invariant Subspace | Link | Link | Link | 22 Oct |
29 | Algebraic and Geometric multiplicity | Link | Link | Link | 21 Oct |
28 | Eigenvectors and eigenvalues | Link | Link | Link | 20 Oct |
27 | Projection Map | Link | Link | Link | 14 Oct |
26 | Applications of best approximation | Link | Link | Link | 13 Oct |
25 | A Recap of Lecture 22 - 24 | Link | Link | No notes | 08 Oct |
24 | Best Approximation | Link | Link | Link | 08 Oct |
23 | Orthogonal Set | Link | Link | Link | 07 Oct |
22 | Inner Product | Link | Link | Link | 06 Oct |
21 | Matrix and Linear Transformation | Link | Link | Link | 01 Oct |
20 | Matrix Representation of LT cont | Link | Link | Link | 30 Sept |
19 | Matrix Representation of LT | Link | Link | Link | 29 Sept |
| DCS-II | Link | Link | No notes | 23 Sept |
18 | Injective Surjective Linear Map | Link | Link | Link | 17 Sept |
17 | Rank Nullity Theorem | Link | Link | Link | 16 Sept |
16 | Linear Transformation | Link | Link | Link | 15 Sept |
15 | Fundamental Subspaces | Link | Link | Link | 10 Sept |
14 | Co-ordinates | Link | Link | Link | 09 Sept |
13 | More on dimension | Link | Link | Link | 08 Sept |
| DCS-I | Link | Link | No notes | 01 Sept |
12 | Basis vectors | Link | Link | Link | 01 Sept |
11 | Linearly dependent vectors | Link | Link | Link | 27 Aug |
10 | Span of a set | Link | Link | Link | 26 Aug |
09 | Nullspace | Link | Link | Link | 25 Aug |
08 | Subspaces | Link | Link | Link | 20 Aug |
07 | Vector Space and Subspace | Link | Link | Link | 18 Aug |
06 | Fields and Vector Space | Link | Link | Link | 13 Aug |
05 | RRE Continued | Link | Link | Link | 12 Aug |
04 | RRE Form | Link | Link | Link | 11 Aug |
03 | Row equivalence | Link | Link | Link | 06 Aug |
02 | Equivalent system of equations | Link | Link | Link | 05 Aug |
01 | Motivation | Link | Link | Link | 04 Aug |
00 | Introductory Lecture | Link | Link | No notes | 29 Jul |