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Week - 1 |
Vectors and Matrices |
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Week - 2 |
Properties and Transformations of Matrices |
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Week - 3 |
Matrix Factorizations |
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Week - 4 |
Multivariable Functions and Approximation |
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Week - 5 |
Matrix Based Differentiation Methods |
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Week - 6 |
Applications of Differentiation and Optimization |
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Week - 7 |
Constrained and Unconstrained Optimization |
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Week - 8 |
Signal and System Concepts |
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Week - 9 |
Linear Time Invariant Systems and Laplace Transform |
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Week - 10 |
Fourier Transform and Frequency Response |
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Week - 11 |
Difference Equations and Time Domain Solution Methods |
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Week - 12 |
Z-Transform and Discrete-Time System Analysis |
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Week - 13 |
Convolution and Correlation |
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Week - 14 |
Applications of Convolution and Filtering |