10/4/2025
Why Your LLM Product Probably Sucks (And How Evals Will Save You)
Most PM teams ship AI features without systematic testing. Learn how to build lightweight eval systems that keep quality high without needing an ML background.
AI Evals courses
AI Evals is no longer a niche topic for product teams. On PMC, this page pulls together 10 courses, 2 relevant articles, and 4 instructors connected to ai evals so you can evaluate the space from multiple angles. Instead of treating the topic as a standalone buzzword, this hub shows how ai evals appears across AI Product Management, Product Strategy, and Product Discovery, where it is positioned as a primary learning goal, and which instructors and providers are most active around it. Use the courses below to compare structured learning options, then branch into the linked editorial pieces and instructor pages to understand how the theme shows up in practice.
Topic snapshot
Courses
Website previewcoursera.org
Category
AI Product Management
Topics
AI EvalsAIGenerative AIPrompt Engineering+2 more
Prompt Engineering
Provider
Coursera
Instructor
Level
Intermediate
PriceFree
Website previewmaven.com
Category
Product Strategy
Topics
AI Evals
Uplevel Your Product Thinking
Master frameworks to evaluate markets and develop compelling solutions across 12 product themes
Provider
Maven
Instructor
Satish Mummareddy
Level
Beginner
PriceFree
Website previewudacity.com
Category
Product Discovery
Topics
AI Evals
UX Design Fluency
Learn fundamental UX concepts and research methods for creating user-centered products
Provider
Udacity
Instructor
Udacity
Level
Beginner
PriceFree
Website previewproductschool.com
Category
AI Product Management
Topics
AI EvalsAI
AI Evals
Provider
Product School
Instructor
Level
PriceFree
Website previewmaven.com
Category
AI Product Management
Topics
AI EvalsAI
AI Evals For Engineers & PMs
Eliminate guesswork in AI products by learning how to design, run, and trust rigorous evaluations.
Provider
Maven
Instructor
Hamel Husain & Shreya Shankar
Level
Intermediate
Price$5000
Website previewmaven.com
Category
AI Product Management
Topics
AI EvalsAI
AI Evals for PMs Certification
Turn fuzzy AI quality questions into concrete evals, metrics, and ship decisions that leadership will trust.
Provider
Maven
Instructor
Marily Nika, Mark Cramer, George Zoto, Diego Granados
Level
Intermediate
Price$2000
Website previewmaven.com
Preview pending
AI Evals for Product Development
Live site screenshot will appear here once the course page has been captured.
Category
AI Product Management
Topics
AI Evals
AI Evals for Product Development
Provider
Maven
Instructor
Level
Intermediate to Advanced
PriceFree
Website previewmaven.com
Preview pending
AI Evaluations for Product Managers
Live site screenshot will appear here once the course page has been captured.
Category
AI Product Management
Topics
AI Evals
AI Evaluations for Product Managers
Provider
Maven
Instructor
Level
Intermediate
PriceFree
Website previewmaven.com
Preview pending
Automate AI Evals with Claude Code
Live site screenshot will appear here once the course page has been captured.
Category
AI Product Management
Topics
AI Evals
Automate AI Evals with Claude Code
Provider
Maven
Instructor
Level
Intermediate to Advanced
PriceFree
Website previewmaven.com
Preview pending
Beyond Evals: Designing Improvement Flywheels for AI Products
Live site screenshot will appear here once the course page has been captured.
Category
AI Product Management
Topics
AI Evals
Beyond Evals: Designing Improvement Flywheels for AI Products
Provider
Maven
Instructor
Level
Advanced
PriceFree
Related articles
2/28/2026
AI Product Analytics for Product Managers
Learn what to monitor in AI and agentic products, from task success and evals to latency, cost, safety, and how AI is changing product analytics.
Instructors teaching AI Evals
Diego Granados
Course Instructor
Explore Diego Granados's ai evals teaching footprint.
Diego Granados teaches product management courses featured on Product Manager Courses.
AI Product Management
George Zoto
Course Instructor
Explore George Zoto's ai evals teaching footprint.
George Zoto teaches product management courses featured on Product Manager Courses.
AI Product Management
Hamel Husain & Shreya Shankar
Course Instructor
Explore Hamel Husain & Shreya Shankar's ai evals teaching footprint.
Hamel Husain & Shreya Shankar teaches product management courses featured on Product Manager Courses.
AI Product Management
Marily Nika
AI Product Leader & Educator
Explore Marily Nika's ai evals teaching footprint.
Dr. Marily Nika is an AI Product Leader and educator, empowering professionals to build AI-native products.
AI Product Management
How to choose a AI Evals course
The strongest ai evals course for you depends on whether you want strategic context, hands-on execution, or a broader PM foundation. Start by checking which courses make ai evals the primary tag, then compare how each provider frames the topic across AI Product Management, Product Strategy, and Product Discovery. If you are still exploring, choose an all-level or foundation-style option first. If you already work with the topic, prioritize courses that go deeper into workflows, evaluation, analytics, or implementation tradeoffs.
FAQ
What is a AI Evals course?
A AI Evals course is a program that teaches product managers how to apply ai evals concepts in their day-to-day work. Depending on the provider, that can include strategy, execution, tooling, workflows, analytics, or cross-functional delivery.
Who should take a AI Evals course?
AI Evals courses are useful for product managers, PM leaders, growth practitioners, and adjacent operators who want to strengthen this skill area in a structured way. They are especially helpful when you need a faster path from theory to practical application.
Are these courses beginner-friendly?
Many ai evals courses are accessible to beginners, but the right fit depends on the provider, format, and level. Use the level and provider filters in the directory to narrow down options that match your starting point.
What is the difference between AI Evals and Model Evaluation courses?
AI Evals courses stay focused on ai evals as the primary topic, while Model Evaluation courses usually frame the problem from a neighboring angle. Comparing both can help you decide whether you need deep specialization or a broader adjacent skill set.