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PlayOwl

An optional, prerequisite-based elective path with course quizzes, checkpoints and a final assessment. 8 of 8 courses are authored. Schools and families can adopt it as is, customize a copy or choose individual courses.

Grade 9 · Computers & Digital Literacy · Elective

AI and Data Science

8 courses · 3 checkpoint quizzes · a final assessment · first 5 courses free

What the stops mean
  • Course: lessons, practice and its own end quiz
  • Checkpoint quiz: revisits several courses
  • Final assessment: the whole path
  • PlayTime and games: optional practice and fun

Progress counts required courses and quizzes only. Optional stops never change it.

  1. Course

    Data, Labels and Problem Framing

    About 100 min Free starter

  2. Course

    Representation, Sampling and Bias

    About 105 min Free starter

  3. Course

    Rules-Based and Learned Models

    About 110 min Free starter

  4. Checkpoint quiz

    Checkpoint 1

    Covers: Data, Labels and Problem Framing, Representation, Sampling and Bias, Rules-Based and Learned Models

    About 18 min

  5. Course

    Training, Validation and Test Sets

    About 120 min Free starter

  6. Course

    Model Evaluation and Error Analysis

    About 125 min Free starter

  7. Checkpoint quiz

    Checkpoint 2

    Covers: Data, Labels and Problem Framing, Representation, Sampling and Bias, Rules-Based and Learned Models, Training, Validation and Test Sets, Model Evaluation and Error Analysis

    About 18 min

  8. Checkpoint quiz

    Checkpoint 3

    Covers: Data, Labels and Problem Framing, Representation, Sampling and Bias, Rules-Based and Learned Models, Training, Validation and Test Sets, Model Evaluation and Error Analysis, Explainability, Limitations and Human Judgment

    About 16 min

  9. Course

    A Small Reviewed Modeling Project

    About 120 min

  10. Final assessment

    Final assessment

    Covers: Data, Labels and Problem Framing, Representation, Sampling and Bias, Rules-Based and Learned Models, Training, Validation and Test Sets, Model Evaluation and Error Analysis, Explainability, Limitations and Human Judgment, Responsible Use, Privacy and Governance, A Small Reviewed Modeling Project

    About 32 min