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Oak ComputingTest · Computing

Machine learning engines

The starter and exit quiz of the lesson “Machine learning engines”, from the unit “Data science: AI and machine learning” (Year 10 Computing) by Oak National Academy.

Free to use. Edit it, share it and hand it out to your students.

Oak National Academy

12 questions

  1. What does it mean when data is assigned to a “class” in machine learning?
  2. What is the term for the information attached to each piece of data that tells a machine learning model which group it belongs to?
  3. Why are labels important when training a classification model?
  4. Which of these is a real-world example of classification in AI?
  5. Match each keyword to its correct definition.
  6. Arrange these actions for using classification in an AI system.
  7. What is the main function of a machine learning engine?
  8. Put these steps in order for using a decision tree.
  9. Which statement about neural networks and transparency is correct?
  10. What is a neural network inspired by?
  11. Which statement about neural networks is true?
  12. What is the term for when a machine learning model performs very well on its training data but fails to generalise to new, unseen data?

License: OGL

Machine learning engines · Examplary