Home - Neural Networks
In this unit, we provide an introduction to simple neural networks with a single hidden layer. Understanding these networks will provide the basis for working with deep networks that will be explored in the next unit. Before doing the demos and labs in this unit, you will need to:
- Install a deep learning backend, such as Tensorflow
- Install Keras which runs on top of the deep learning backend.
You should then be able to go through the demos and labs:
- Demo 7.1: First neural network in Keras
- Demo 7.2: MNIST neural network classification
- Lab 7: Music instrument classification
- Homework 7: Notes with solved problems [pdf] [Latex]