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CSP LabBy Educator Today
AP CSP course

Topic 5.3 · Interactive concept example

Locate bias before choosing a mitigation

  • Sampling, labels, rules and deployment
  • More data versus better representation
  • Evaluate group outcomes after change

Change it · step through · explain

Change an input, predict what will happen, then advance one step. Read why the state changes, reset and experiment. This fixed teaching model does not save progress or award XP.

Ready · Make a prediction

Ready to explore: Locate bias before choosing a mitigation
  1. Bias mechanismsamplingWaiting
  2. Proposed responsemore-of-same-dataWaiting

Ready to explore: Locate bias before choosing a mitigation

Why: Change an input, predict the first effect, then advance one step.

Try this: Change one input or choose another listed case. Predict the effect, reset and compare the states and governing rule.