Applied Digital Skills lessons have moved to a new platform! This site will no longer be available after 30 June 2025 and all accounts and data will be deleted. Learn more

This lesson will no longer be available after 30 Jun 2025.

Introduction to Machine Learning

Make inferences and recommendations using data, train a computer, and consider ethical implications of machine learning.

Example outcome

Lesson details

Learning objectives

By the end of this lesson, students should be able to:
  • Understand the concept of making assumptions from data
  • Collect data and use it to build a recommendation algorithm
  • Train a computer to recognize a pattern
  • Assess machine learning fairness in real-world decision-making

Time to complete

3—5 hours

Audience

  • Key Stage 3
  • Key Stage 4
  • Post-16

Digital tools

  • Icon representing the Maps toolMaps
  • Icon representing the Sheets toolSheets

Skills

  • Advanced formulas
  • Data analysis
  • Organising data
  • Spreadsheet organisation
namespaces/google.engedu.apski/contents/Unit-280915144413242642611166342148637380369en-uk