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Introduction to Machine Learning

COMP60012/70050 Autumn Term 2025/2026

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

Linear Regression

This video covers linear regression, which is a great model on its own and also a useful stepping stone towards neural networks.

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Department of Computing | Imperial College London