home article

Introduction to Machine Learning

COMP60012/70050 Autumn Term 2024/2025

Module 4

Neural Networks Part 1

  • Introduction to Module 4
  • The Rise of Neural Networks
  • Linear Regression
  • Training Linear Regression Models
  • Quiz - Neural Networks, Part 1, Quiz 1
  • Neuron
  • Multi-layer Networks
  • Activation Functions
  • Quiz - Neural Networks, Part 1, Quiz 2

Multi-layer Networks

Neurons are great but they are not very powerful. We combine them together into multi-layer networks which are much more capable machine learning models.

<< Previous Next >>

Page designed by Josiah Wang

Department of Computing | Imperial College London