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 13 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, General Product Management, and Product Strategy, 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
Courses13
Articles2
Instructors4
Courses
Website Previewmaven.com
Live Site Capture
Primary Category
AI Product Management
Topics
AI EvalsAIAI Agents
Agentic AI Product Development
Learn to build autonomous AI agents to transform industries and solve problems.
Provider:
Maven
Instructor:
Raj Singh Rikhy, John Alexander
Level:
$1200Advanced
Website Previewproductschool.com
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Preview Pending
AI Evals
Live site screenshot will appear here once the course page has been captured.
Primary Category
General Product Management
Topics
AI EvalsAIModel EvaluationProduction AI
AI Evals
Provider:
Product School
Instructor:
Level:
FreeWebsite Previewmaven.com
Live Site Capture
Primary 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:
$5000Intermediate
Website Previewmaven.com
Live Site Capture
Primary 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:
$2000Intermediate
Website Previewanthropic.skilljar.com
Live Site Capture
Primary Category
AI Product Management
Topics
AI EvalsAIPrompt EngineeringExperimentation+1 more
Building with the Claude API
Full spectrum of working with Anthropic models using the Claude API
Provider:
Anthropic Academy (Skilljar)
Instructor:
Anthropic
Level:
FreeIntermediate
Website Previewcoursera.org
Live Site Capture
Preview Pending
Google AI Professional Certificate
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Primary Category
AI Product Management
Topics
AI EvalsAIDataModel Evaluation
Google AI Professional Certificate
Provider:
Coursera (Google)
Instructor:
Level:
FreeBeginner
Website Previewmaven.com
Live Site Capture
Primary Category
AI Product Management
Topics
AI EvalsAIData
How to Build Gen AI Products for Product Managers
Build AI apps and gain practical PM skills
Provider:
Maven
Instructor:
Bill Chambers
Level:
$1800Intermediate
Website Previewmaven.com
Live Site Capture
Primary Category
AI Product Management
Topics
AI EvalsAIData
How to Build Gen AI Products for Product Managers
Build AI apps and gain practical PM skills
Provider:
Maven
Instructor:
Bill Chambers
Level:
$1800Intermediate
Website Previewcoursera.org
Live Site Capture
Preview Pending
IBM RAG and Agentic AI Professional Certificate
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Primary Category
AI Product Management
Topics
AI EvalsAIGenerative AIAI Agents+3 more
IBM RAG and Agentic AI Professional Certificate
Provider:
Coursera (IBM)
Instructor:
Level:
FreeAdvanced
Website Previewcoursera.org
Live Site Capture
Preview Pending
Prompt Engineering
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Primary Category
AI Product Management
Topics
AI EvalsAIGenerative AIPrompt Engineering+2 more
Prompt Engineering
Provider:
Coursera
Instructor:
Level:
FreeIntermediate
Website Previewcoursera.org
Live Site Capture
Preview Pending
Retrieval Augmented Generation (RAG)
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Primary Category
AI Product Management
Topics
AI EvalsAIGenerative AIRAG+2 more
Retrieval Augmented Generation (RAG)
Provider:
Coursera
Instructor:
Level:
FreeAdvanced
Website Previewmaven.com
Live Site Capture
Primary 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:
FreeBeginner
Website Previewudacity.com
Live Site Capture
Preview Pending
UX Design Fluency
Live site screenshot will appear here once the course page has been captured.
Primary 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:
FreeBeginner
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AI Product Analytics for Product Managers
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Instructors Teaching AI Evals
Bill Chambers
Course Instructor
Explore Bill Chambers's ai evals teaching footprint.
Bill Chambers teaches product management courses featured on Product Manager Courses.
AI Product Management
Anthropic
Course Instructor
Explore Anthropic's ai evals teaching footprint.
Anthropic teaches product management courses featured on Product Manager Courses.
AI Product Management
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
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, General Product Management, and Product Strategy. 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.