Supplied-record lessons

All 15 lessons work here without JavaScript. Read the explanation and supplied results, then enter your own responses in your school assignment. Use your browser’s Print command to print or save a lesson.

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Year 7

  1. Learning from labelled examples
  2. Nodes weights and outputs
  3. What accuracy can hide
  4. Predicting the next token
  5. Investigating two model failures

Year 8

  1. Comparing learning and generation
  2. Parameters and model size
  3. Prompt context and fine tuning
  4. Choosing useful metrics
  5. Benchmarks and useful evidence

Year 9

  1. The lifecycle of a school AI service
  2. Steering a service within its limits
  3. Testing the benchmark claim
  4. Drift gaps and monitoring
  5. Costs benefits and shared risk