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Probability and Statistics

Statistical analysis with Python

Practice statistical analysis with code and check automated assistance against the data and model assumptions.

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Where this chapter sits in the course

Lessons

Chapter 18 of 18 · 5 short lessons · 24 min
  1. 1Reproducible data summaries5 min
  2. 2Confidence intervals in software4 min
  3. 3Regression analysis in software5 min
  4. 4Checking AI-assisted statistical analysis4 min
  5. 5Challenge: Statistical analysis with Python6 min

What you'll learn

  • Run reproducible statistical calculations
  • Check software and AI output against data and assumptions

Your plan from this chapter

It follows the course from here, at your pace, with reviews before you forget.

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