Course

• 01

  WTH are AI Evals?

  Understanding why AI evaluation is different and unavoidable

• 02

  Model vs Product Evaluations

  Why benchmarks don't predict 
real-world success

• 03

  The Evaluation Framework

  Building your foundation for systematic assessment

• 04

  Building Reference Datasets

  Creating the foundation for systematic evaluation

• 05

  Implementing Evaluation Metrics

  Three approaches to measuring system behavior

• 06

  Production Deployment and Real User Behavior

  Moving from controlled testing to real users

• 07

  Production Monitoring Strategies

  Smart strategies for evaluating at scale

• 08

  The Complete Evaluation Process

  Your step-by-step implementation guide

• 09

  Common Misconceptions About AI Evaluation

  Avoiding the pitfalls that trip up most teams

• 10

  Glossary of Terms

  Clear definitions for your team's reference