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Linear Algebra and Differential Eq.
Solving Differential Eq.
SVD
Eigen Values
Positive Definite Matrix
Diagonalising a Matrix
Second Order System
The Matrix Exponential
Calculus
ManifoldBasics
Numerical Computation 4
Machine learning Basics 5
Inference
Deep Feedfroward networks 6
Regularization 7
Optimization for Deep-models 8
Convolutional Network 9
SpectralClustering
GAN
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Linear Algebra and Differential Eq.
Solving Differential Eq.
SVD
Eigen Values
Positive Definite Matrix
Diagonalising a Matrix
Second Order System
The Matrix Exponential
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