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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!

AI and machine learning

In this video, we will discuss the various definitions of Artificial Intelligence and how it relates to Machine Learning. We will also look at some example applications of Machine Learning.

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Department of Computing | Imperial College London