LLM Evaluation & Testing
Free Intermediate course · 10 lessons · 2 weeks · Certificate on completion
Stop shipping AI features on vibes. Build test sets, graders, and dashboards that prove your LLM output is good. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Why LLM output needs testing
- Building a golden test set
- Human review rubrics
- LLM-as-a-judge graders
- Measuring hallucination and grounding
- Regression testing prompts
Skills you'll pick up
- Why LLM output needs testing
- Building a golden test set
- Human review rubrics
- LLM-as-a-judge graders
- Measuring hallucination and grounding
- Regression testing prompts
Tools covered
- LLM Evaluation
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Why LLM output needs testing
Module 1 of LLM Evaluation & Testing. 3 lessons · 3h
Module 2: Building a golden test set
Module 2 of LLM Evaluation & Testing. 3 lessons · 3h
Module 3: Human review rubrics
Module 3 of LLM Evaluation & Testing. 3 lessons · 3h
Module 4: LLM-as-a-judge graders
Module 4 of LLM Evaluation & Testing. 1 lessons · 1h
Lessons in this course
- Why LLM output needs testing
- Building a golden test set
- Human review rubrics
- LLM-as-a-judge graders
- Measuring hallucination and grounding
- Regression testing prompts
- Offline vs online evaluation
- Tracking quality over releases
- Reading eval results honestly
- Wiring evals into your workflow
Instructor
Nora Feldman — AI Automation Architect
Nora Feldman is a AI Automation Architect with years of hands-on experience teaching LLM Evaluation to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for LLM Evaluation & Testing. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $125,000 per year · median India salary ₹17,50,000 per year · 27,766 open roles worldwide
- LLM Evaluation Specialist
- Senior LLM Evaluation Lead
- LLM Evaluation Consultant
Frequently asked questions
Is the LLM Evaluation & Testing course free?
Yes. Every Learnera course, including LLM Evaluation & Testing, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does LLM Evaluation & Testing take?
10 lessons, typically completed in 2 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.