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Data Analytics

Reproducible analytical workflows

Build repeatable analytical workflows that detect changes and failures.

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Where this chapter sits in the course

Lessons

Chapter 22 of 30 · 6 short lessons · 25 min
  1. 1Analytical data stages3 min
  2. 2Data validation tests4 min
  3. 3Workflow parameters4 min
  4. 4Version control for analysis4 min
  5. 5Reproducible analysis dependencies4 min
  6. 6Challenge: Reproducible analytical workflows6 min

What you'll learn

  • Organize and parameterize repeatable workflows
  • Test analytical data assumptions
  • Track code and document reproducibility requirements

Your plan from this chapter

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

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