Skip to content
Back to AI Engineering

AI Engineering

Leakage-resistant model tuning

Tune model pipelines using validation while protecting the final evaluation.

With Zoonk, your plan starts at this chapter and fits your schedule.

Build my plan

Start free, no account needed.

Where this chapter sits in the course

Lessons

Chapter 32 of 43 · 5 short lessons · 19 min
  1. 1Hyperparameter search spaces3 min
  2. 2Cross-validated pipeline tuning4 min
  3. 3Grid and random search3 min
  4. 4Validation overfitting3 min
  5. 5Challenge: Leakage-resistant model tuning6 min

What you'll learn

  • Tune a complete model pipeline with validation
  • Limit overfitting to evaluation results

Your plan from this chapter

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

Build my plan

Start free, no account needed.