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AI Engineering

Supervised models for structured data

Train structured-data models and compare their behavior on a supervised task.

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Where this chapter sits in the course

Lessons

Chapter 31 of 43 · 6 short lessons · 25 min
  1. 1Regularized regression4 min
  2. 2Regularized classification4 min
  3. 3Decision trees4 min
  4. 4Random forests3 min
  5. 5Gradient-boosted trees4 min
  6. 6Challenge: Supervised models for structured data6 min

What you'll learn

  • Train regularized regression and classification models
  • Train and compare tree-based models

Your plan from this chapter

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

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