| 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 |
