Week - 1 |
Linear Equations, Laplace Transforms |
Week - 2 |
Rectangular Systems and Echelon Forms |
Week - 3 |
Matrix Algebra |
Week - 4 |
Vector Spaces |
Week - 5 |
Norms, Inner Products, and Orthogonality |
Week - 6 |
Gram-Schmidt Procedure |
Week - 7 |
Discrete Time Signals, Fourier Analysis |
Week - 8 |
Fourier Transforms |
Week - 9 |
Time Frequency Analysis, Z-Transforms and Filters |
Week - 10 |
Determinants |
Week - 11 |
Eigen values, Eigenvectors |
Week - 12 |
Probability |
Week - 13 |
Bayesian Learning Methods, Markov Chain, Monte Carlo Method |
Week - 14 |
Optimization Methods |