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

© 2026 LevelUp Labs®. All rights reserved.

© 2026 LevelUp Labs®. All rights reserved.

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