home article

Introduction to Machine Learning

COMP60012/70050 Autumn 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!
  • Quiz questions
  • Quiz answers

Pipeline - Evaluation

Let us get a brief look at how we would evaluate our resulting model. This is just a sneak preview before Marek dives deeper into the topic in Week 4!

<< Previous Next >>

Page designed by Josiah Wang

Department of Computing | Imperial College London