Machine Learning for Classification 
Parameterized Learning model
Optimization Methods 
Regularization
 
Neural Network Fundamentals 
Perceptron 
Backpropagation 
Bias-trick
Multi-layer Perceptron(MLP)

Neural Network for Regression 
Deep Learning Component 
MLP for MNIST