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Introduction to Machine Learning

COMP60012/70050 Autumn Term 2024/2025

Module 5

Neural Networks Part 2

  • Introduction to Module 5
  • Loss Functions
  • Backpropagation
  • Quiz - Neural Networks, Part 2, Quiz 1
  • Gradient Descent
  • Overfitting in Neural Networks
  • Quiz - Neural Networks, Part 2, Quiz 2
  • Coursework 2

Gradient Descent

We discuss gradient descent in more detail, this time focusing on multi-layer networks. This video includes several useful practical tips for neural network optimisation.

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Department of Computing | Imperial College London