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.
Product Analytics Courses
Product Analytics is no longer a niche topic for product teams. On PMC, this page pulls together 23 courses, 2 relevant articles, and 4 instructors connected to product analytics so you can evaluate the space from multiple angles. Instead of treating the topic as a standalone buzzword, this hub shows how product analytics appears across Product Analytics, 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 Previewmaven.com
Live Site Capture
Primary Category
Product Analytics
Topics
AIDataWorkflows
AI-Powered Product Analytics
Provider:
Maven
Instructor:
George Xing
Level:
FreeIntermediate
Website Previewmaven.com
Live Site Capture
Primary Category
Product Analytics
Topics
AIExperimentationData
Analytics for Product Managers
Master analytics to make data-driven decisions
Provider:
Maven
Instructor:
George Xing
Level:
$600Intermediate
Website Previewmaven.com
Live Site Capture
Primary Category
Product Analytics
Topics
AIExperimentationAI Safety
Before You Launch Your AB Test
Design better A/B tests to minimize insignificant results
Provider:
Maven
Instructor:
Jakub Linowski
Level:
$795Intermediate
Website Previewudacity.com
Live Site Capture
Primary Category
Product Analytics
Topics
Data
Business Intelligence Analytics Nanodegree
Master business intelligence analytics with Power BI
Provider:
Udacity
Instructor:
Udacity
Level:
$1200Beginner
Website Previewmaven.com
Live Site Capture
Primary 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:
FreeBeginner
Website Previewudacity.com
Live Site Capture
Preview Pending
Data Analysis and Visualization with Power BI
Live site screenshot will appear here once the course page has been captured.
Primary 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:
$1200Beginner
Website Previewreforge.com
Live Site Capture
Primary Category
Product Analytics
Data For Product Managers
Unlock potential with repeating, data-informed system
Provider:
Reforge
Instructor:
Ethan Smith
Level:
FreeIntermediate
Website Previewudacity.com
Live Site Capture
Primary Category
Product Analytics
Topics
ExperimentationData
Data Product Manager Nanodegree Program
Gain expertise in data-driven product management
Provider:
Udacity
Instructor:
Udacity
Level:
$1200Intermediate
Website Previewudacity.com
Live Site Capture
Primary 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:
FreeIntermediate
Website Previewudacity.com
Live Site Capture
Primary Category
Product Analytics
Topics
ExperimentationDataAI Safety
Data Visualization Nanodegree Program
Learn storytelling and dashboard design with Tableau
Provider:
Udacity
Instructor:
Udacity
Level:
$1200Beginner
Website Previewproductside.com
Live Site Capture
Primary Category
Product Analytics
Topics
AI
Digital Product Management
Learn to build effective digital products with modern tools and metrics.
Provider:
Productside
Instructor:
Productside
Level:
FreeBeginner
Website Previewreforge.com
Live Site Capture
Primary Category
Product Analytics
Experimentation and Testing
Create strategic experimentation system for breakthrough ideas
Provider:
Reforge
Instructor:
Elena Verna, Fareed Mosavat
Level:
FreeBeginner
Website Previewreforge.com
Live Site Capture
Primary Category
Product Analytics
Topics
AIGo-to-Market
Marketing Attribution in the Age of AI
Learn how to measure the effectiveness of your marketing efforts
Provider:
Reforge
Instructor:
Pranav Piyush
Level:
FreeBeginner
Website Previewreforge.com
Live Site Capture
Primary Category
Product Analytics
Topics
Data
Mastering Product Analytics
Provider:
Reforge
Instructor:
Crystal Widjaja
Level:
FreeAdvanced
Website Previewmaven.com
Live Site Capture
Preview Pending
Metrics and Scorecards for Product Teams
Live site screenshot will appear here once the course page has been captured.
Primary Category
Product Analytics
Metrics and Scorecards for Product Teams
Learn to measure and drive product quality and business impact through data
Provider:
Maven
Instructor:
Ryan Rumsey
Level:
FreeAdvanced
Website Previewlearn.productledalliance.com
Live Site Capture
Primary Category
Product Analytics
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:
$399Advanced
Website Previewreforge.com
Live Site Capture
Primary Category
Product Analytics
Product Analytics
Master user behavior product analytics playbook
Provider:
Reforge
Instructor:
Crystal Widjaja, Shaun Clowes
Level:
FreeBeginner
Website Previewproductledcertified.com
Live Site Capture
Primary Category
Product Analytics
Product Analytics Certification Course
Master data-driven product decisions with comprehensive analytics training
Provider:
Pendo
Instructor:
Pendo
Level:
FreeBeginner
Website Previewmygreatlearning.com
Live Site Capture
Primary Category
Product Analytics
Product Analytics from Metrics to Business Impact
Provider:
Great Learning
Instructor:
Great Learning Instructors
Level:
FreeBeginner
Website Previewproductschool.teachable.com
Live Site Capture
Primary Category
Product Analytics
Product Analytics Micro-Certification (PAC)
Provider:
Product School
Instructor:
Product School, Mixpanel
Level:
FreeBeginner
Website Previewtrk.udemy.com
Live Site Capture
Preview Pending
Product Management: Concise Guide to Product Analytics
Live site screenshot will appear here once the course page has been captured.
Primary Category
Product Analytics
Product Management: Concise Guide to Product Analytics
Transform product data into actionable insights - master metrics, segmentation, and A/B testing
Provider:
Udemy
Instructor:
Raj Elakkara
Level:
$14.99Intermediate
Website Previewproductanalytics.academy
Live Site Capture
Primary Category
Product Analytics
Topics
AI
Ultimate Product Analytics Course
Provider:
Product Analytics Academy
Instructor:
Ali Baghshomali
Level:
$175Intermediate
Website Previewmaven.com
Live Site Capture
Preview Pending
Accelerate Market Research With AI & Your Custom GTP Agent
Live site screenshot will appear here once the course page has been captured.
Primary Category
Product Analytics
Topics
AI AgentsAIGenerative AIWorkflows
Accelerate Market Research With AI & Your Custom GTP Agent
Reclaim hours with AI tools and build a custom GPT agent for market research.
Provider:
Maven
Instructor:
Jose Bermejo
Level:
$750Intermediate
Related Articles
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.
Instructors Teaching Product Analytics
Udacity
Course Instructor
Explore Udacity's product analytics teaching footprint.
Udacity teaches product management courses featured on Product Manager Courses.
Product Analytics
Crystal Widjaja
Course Instructor
Explore Crystal Widjaja's product analytics teaching footprint.
Crystal Widjaja teaches product management courses featured on Product Manager Courses.
Product Analytics
George Xing
Course Instructor
Explore George Xing's product analytics teaching footprint.
George Xing teaches product management courses featured on Product Manager Courses.
Product Analytics
Ali Baghshomali
Course Instructor
Explore Ali Baghshomali's product analytics teaching footprint.
Ali Baghshomali teaches product management courses featured on Product Manager Courses.
Product Analytics
How To Choose A Product Analytics Course
The strongest product analytics course for you depends on whether you want strategic context, hands-on execution, or a broader PM foundation. Start by checking which courses make product analytics the primary tag, then compare how each provider frames the topic across Product Analytics. 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 Product Analytics course?
A Product Analytics course is a program that teaches product managers how to apply product analytics 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 Product Analytics course?
Product Analytics 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 product analytics 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 Product Analytics and Data courses?
Product Analytics courses stay focused on product analytics as the primary topic, while Data 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.