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Introduction to Machine Learning

COMP70091 Spring Term 2024/2025

Module 1

Machine Learning - The Big Picture

  • Introduction
  • What is machine learning?
  • What is machine learning?
  • What is artificial intelligence?
  • What is artificial intelligence?
  • AI and machine learning
  • So what *exactly* is machine learning?
  • Classification and regression
  • Are you a good binary classifier?
  • Are you still a good binary classifier?
  • What have we learnt?
  • The supervised learning pipeline
  • Pipeline - Feature encoding
  • Pipeline - Machine learning algorithm
  • Pipeline - Evaluation
  • Course roadmap and wrapping up!

Are you still a good binary classifier?

That might have been easier than before. Or maybe not.

Now, can we somehow sort the examples so that it will make it easier for us to analyse the dataset?

Are you a good binary classifier?

Use this mentimeter link to vote for your answer.

And the QR code if needed:

Mentimeter QR code

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Department of Computing | Imperial College London