AI Evals Foundations for Product Builders
Define quality, design useful rubrics and build evaluation datasets for AI products.
3 modules · 12 lessons. Quizzes, flashcards and saved check-ins. Learn at your pace.
What Evals Are and Why They Matter
Learn the fundamental mental models for AI product evaluation, why traditional QA doesn't work for LLMs, and how evals tie to product quality and user trust.
Designing Rubrics That Work
Master the art of writing concrete scoring criteria, from binary pass/fail to nuanced multi-dimensional rubrics that capture what good looks like.
Building and Running Eval Workflows
Go from theory to practice: assemble eval datasets, choose human vs. LLM-as-judge, interpret results, and integrate evals into your product development cycle.