AI Product Analytics & Metrics
Free Intermediate course · 10 lessons · 2 weeks · Certificate on completion
Instrument AI features and prove they work: quality, adoption, retention, and cost. 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
- Metrics unique to AI features
- Instrumenting model calls
- Quality vs satisfaction signals
- Thumbs, edits and implicit feedback
- Funnel analysis for AI flows
- Cost per successful outcome
Skills you'll pick up
- Metrics unique to AI features
- Instrumenting model calls
- Quality vs satisfaction signals
- Thumbs, edits and implicit feedback
- Funnel analysis for AI flows
- Cost per successful outcome
Tools covered
- AI Product Metrics
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Metrics unique to AI features
Module 1 of AI Product Analytics & Metrics. 3 lessons · 3h
Module 2: Instrumenting model calls
Module 2 of AI Product Analytics & Metrics. 3 lessons · 3h
Module 3: Quality vs satisfaction signals
Module 3 of AI Product Analytics & Metrics. 3 lessons · 3h
Module 4: Thumbs, edits and implicit feedback
Module 4 of AI Product Analytics & Metrics. 1 lessons · 1h
Lessons in this course
- Metrics unique to AI features
- Instrumenting model calls
- Quality vs satisfaction signals
- Thumbs, edits and implicit feedback
- Funnel analysis for AI flows
- Cost per successful outcome
- Detecting silent quality drops
- Experimenting on prompts
- Dashboards leaders trust
- Closing the feedback loop
Instructor
Maya Iyer — AI Product Manager
Maya Iyer is a AI Product Manager with years of hands-on experience teaching AI Product Metrics to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for AI Product Analytics & Metrics. 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 · 50,131 open roles worldwide
- AI Product Metrics Specialist
- Senior AI Product Metrics Lead
- AI Product Metrics Consultant
Frequently asked questions
Is the AI Product Analytics & Metrics course free?
Yes. Every Learnera course, including AI Product Analytics & Metrics, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does AI Product Analytics & Metrics 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.