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.
Data courses
Data is no longer a niche topic for product teams. On PMC, this page pulls together 15 courses, 2 relevant articles, and 4 instructors connected to data so you can evaluate the space from multiple angles. Instead of treating the topic as a standalone buzzword, this hub shows how data appears across General Product Management, Product Analytics, 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
Courses15
Articles2
Instructors4
Courses
Website previewcoursera.org
Category
General Product Management
Topics
AIData
Agile for the Modern Product Manager Specialization
Provider
Coursera
Instructor
Scrum Alliance
Level
Beginner
PriceFree
Website previewmaven.com
Category
Product Analytics
Topics
AIExperimentationData
Analytics for Product Managers
Master analytics to make data-driven decisions
Provider
Maven
Instructor
George Xing
Level
Intermediate
Price$600
Website previewudacity.com
Category
Product Analytics
Topics
Data
Business Intelligence Analytics Nanodegree
Master business intelligence analytics with Power BI
Provider
Udacity
Instructor
Udacity
Level
Beginner
Price$1200
Website previewmaven.com
Category
Product Analytics
Topics
AIExperimentationData
Customer Data Analytics with R
Learn critical skills to analyze customer data and derive actionable product insights
Provider
Maven
Instructor
Jasmine Motupalli
Level
Beginner
PriceFree
Website previewudacity.com
Category
Product Analytics
Topics
DataWorkflows
Data Analysis and Visualization with Power BI
Develop Power BI skills for data visualization and analysis
Provider
Udacity
Instructor
Udacity
Level
Beginner
Price$1200
Website previewudacity.com
Category
Product Analytics
Topics
ExperimentationData
Data Product Manager Nanodegree Program
Gain expertise in data-driven product management
Provider
Udacity
Instructor
Udacity
Level
Intermediate
Price$1200
Website previewudacity.com
Category
Product Analytics
Topics
DataAI Safety
Data Science for PM
Apply data analysis skills to create compelling product proposals through real-world cases
Provider
Udacity
Instructor
Udacity
Level
Intermediate
PriceFree
Website previewudacity.com
Category
Product Analytics
Topics
ExperimentationDataAI Safety
Data Visualization Nanodegree Program
Learn storytelling and dashboard design with Tableau
Provider
Udacity
Instructor
Udacity
Level
Beginner
Price$1200
Website previewtrk.udemy.com
Category
Product Strategy
Topics
AIData
Fundamentals of Data Product Management and Data Strategy
Skyrocket your career with effective data strategies
Provider
Udemy
Instructor
Panos Laz
Level
Intermediate
Price$15.99
Website previewreforge.com
Category
Product Analytics
Topics
Data
Mastering Product Analytics
Provider
Reforge
Instructor
Crystal Widjaja
Level
Advanced
PriceFree
Website previewfs.blog
Category
Product Strategy
Topics
AIData
Mental Models for Better Thinking
Provider
Farnam Street
Instructor
Level
Intermediate
PriceFree
Website previewmaven.com
Category
AI Product Management
Topics
AIDataAI Safety
ML Foundations for Product Leaders
Master ML foundations for AI-led product teams
Provider
Maven
Instructor
Amit Badlani
Level
Intermediate
Price$1500
Website previewlearn.productledalliance.com
Category
Growth
Topics
Data
PLG Metrics Certified: Masters
Improve storytelling and action by measuring product success in a customer-focused way.
Provider
Product-Led Alliance
Instructor
Product-Led Alliance
Level
Advanced
Price$399
Website previewproductschool.com
Category
Product Leadership
Topics
AIData
Product Leader Certification (PLC)®
Advance your PM career with leadership and strategy skills from Silicon Valley experts
Provider
Product School
Instructor
Product School
Level
Intermediate
Price$4199
Website previewlearn.productledalliance.com
Category
Product Leadership
Topics
AIData
Storytelling Certified: Masters
Understand the science behind telling a story that sells. Master the art of storyselling.
Provider
Product-Led Alliance
Instructor
Product-Led Alliance
Level
Intermediate
Price$399
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Instructors teaching Data
Udacity
Course Instructor
Explore Udacity's data teaching footprint.
Udacity teaches product management courses featured on Product Manager Courses.
Product Analytics
Product-Led Alliance
Course Instructor
Explore Product-Led Alliance's data teaching footprint.
Product-Led Alliance teaches product management courses featured on Product Manager Courses.
GrowthProduct Leadership
Amit Badlani
Course Instructor
Explore Amit Badlani's data teaching footprint.
Amit Badlani teaches product management courses featured on Product Manager Courses.
AI Product Management
Crystal Widjaja
Course Instructor
Explore Crystal Widjaja's data teaching footprint.
Crystal Widjaja teaches product management courses featured on Product Manager Courses.
Product Analytics
How to choose a Data course
The strongest data course for you depends on whether you want strategic context, hands-on execution, or a broader PM foundation. Start by checking which courses make data the primary tag, then compare how each provider frames the topic across General Product Management, Product Analytics, 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 Data course?
A Data course is a program that teaches product managers how to apply data 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 Data course?
Data 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 data 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 Data and Experimentation courses?
Data courses stay focused on data as the primary topic, while Experimentation 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.