- Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model.
- Building our own Feed-forward Neural Network
- Video of lecture notes
- Whiteboard notes
- Readings and Videos:
I also recommend Michael Nielsen's intuitive approach to the neural networks and the universal approximation theorem, see the slides at http://neuralnetworksanddeeplearning.com/chap4.html.