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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

Training Linear Regression Models

We continue the topic of linear regression, with a focus on how to optimise the parameters in that model.

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