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probability and statistics

Statistics in practice

Reading papers, common fallacies, reproducibility, power, ML pipelines.

5 lessons Follow in order
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Lessons in sequence

Work through these in order—each lesson builds on the previous one.

  1. Lesson 1 of 5

    Reading statistical papers

    Enroll to open · 7 min read

  2. Lesson 2 of 5

    Common statistical fallacies

    Enroll to open · 7 min read

  3. Lesson 3 of 5

    Reproducibility and pre-registration

    Enroll to open · 7 min read

  4. Lesson 4 of 5

    Power analysis and sample size

    Enroll to open · 7 min read

  5. Lesson 5 of 5

    Statistics in ML pipelines

    Enroll to open · 8 min read

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