Skip to content

AI Engineering

Model baselines

Build simple reference systems before comparing more complex models.

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 29 of 43 · 5 short lessons · 18 min
  1. 1Constant prediction baselines3 min
  2. 2Rule-based baselines3 min
  3. 3Experiment comparison3 min
  4. 4Complexity and baseline tradeoffs3 min
  5. 5Challenge: Model baselines6 min

What you'll learn

  • Build constant and rule-based reference systems
  • Compare model improvements with their added costs

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.