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.
AI Safety Courses
AI Safety is no longer a niche topic for product teams. On PMC, this page pulls together 28 courses, 1 relevant articles, and 4 instructors connected to ai safety so you can evaluate the space from multiple angles. Instead of treating the topic as a standalone buzzword, this hub shows how ai safety appears across General Product Management, AI Product Management, and 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
Courses28
Articles1
Instructors4
Courses
Website Previewproductschool.com
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Advanced AI Agents
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Primary Category
General Product Management
Topics
RAGAIAI AgentsExperimentation+4 more
Advanced AI Agents
Provider:
Product School
Instructor:
Level:
FreeWebsite Previewcoursera.org
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Preview Pending
Agentic AI
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Primary Category
AI Product Management
Topics
AI AgentsAIWorkflowsAutomation+1 more
Agentic AI
Provider:
Coursera
Instructor:
Level:
FreeAdvanced
Website Previewcoursera.org
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Preview Pending
AI Agents Specialization
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Primary Category
AI Product Management
Topics
AI AgentsAIDataWorkflows+3 more
AI Agents Specialization
Provider:
Coursera
Instructor:
Level:
FreeAdvanced
Website Previewanthropic.skilljar.com
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Primary Category
AI Product Management
Topics
AIAI Safety
AI Fluency for nonprofits
Develop AI fluency for organizational impact while staying true to mission
Provider:
Anthropic Academy (Skilljar)
Instructor:
Anthropic
Level:
FreeBeginner
Website Previewanthropic.skilljar.com
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Primary Category
AI Product Management
Topics
AIWorkflowsAI Safety
AI Fluency: Framework & Foundations
Learn to collaborate with AI systems effectively, efficiently, ethically, and safely
Provider:
Anthropic Academy (Skilljar)
Instructor:
Anthropic
Level:
FreeBeginner
Website Previewmaven.com
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Primary Category
AI Product Management
Topics
AIDataAI Safety
AI Product Management 101
Master AI PM skills with hands-on projects and expert guidance
Provider:
Maven
Instructor:
Derya Isler
Level:
$200Beginner
Website Previewmaven.com
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Primary Category
AI Product Management
Topics
AIDataAI Safety
AI Product Management Certification
Learn AI product management from OpenAI's product leader with real-world applications
Provider:
Product Faculty
Instructor:
Product Faculty
Level:
$1995Intermediate
Website Previewudacity.com
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Primary Category
AI Product Management
Topics
AIDataAI Safety
AI Product Manager Nanodegree
Learn to build and manage AI products with hands-on projects and industry mentorship
Provider:
Udacity
Instructor:
Udacity
Level:
$1356Beginner
Website Previewmaven.com
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Primary Category
AI Product Management
Topics
AIExperimentationAI Safety
AI-Driven Product Leadership
Master AI integration for enhanced product leadership and team management
Provider:
Maven
Instructor:
Michael Hirsch
Level:
$399Advanced
Website Previewmaven.com
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Primary Category
AI Product Management
Topics
RAGAIGenerative AIPrompt Engineering+4 more
Applied Generative AI for Data Professionals
Master GenAI tools and techniques for practical applications
Provider:
Maven
Instructor:
Harpreet Sahota
Level:
$998Intermediate
Website Previewmaven.com
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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
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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 Previewudacity.com
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Primary Category
General Product Management
Topics
AI Safety
Digital Project Management
Essential project management skills for digital product development
Provider:
Udacity
Instructor:
Udacity
Level:
FreeBeginner
Website Previewmaven.com
Live Site Capture
Preview Pending
Driving 0 to 1 Product Initiatives
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Primary Category
Product Discovery
Topics
AIAI Safety
Driving 0 to 1 Product Initiatives
Maximize success for new product initiatives through customer discovery and experimentation
Provider:
Maven
Instructor:
Giff Constable
Level:
FreeIntermediate
Website Previewcoursera.org
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Preview Pending
Generative AI Strategic Leader
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Primary Category
AI Product Management
Topics
Generative AIAIExperimentationAI Safety
Generative AI Strategic Leader
Provider:
Coursera
Instructor:
Level:
FreeAdvanced
Website Previewmaven.com
Live Site Capture
Preview Pending
Human-centered Design for AI
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Primary Category
AI Product Management
Topics
AIDataAI Safety
Human-centered Design for AI
Design AI solutions with practical, research-driven methodologies
Provider:
Maven
Instructor:
Kerry Bodine, Dan Saffer
Level:
$1500Intermediate
Website Previewlearn.producttalk.org
Live Site Capture
Primary Category
Product Strategy
Topics
AIAI Safety
Identifying Hidden Assumptions
Uncover and prioritize assumptions to de-risk product decisions
Provider:
Product Talk Academy
Instructor:
Product Talk Academy
Level:
$1499Beginner
Website Previewmaven.com
Live Site Capture
Preview Pending
Mastering AI Product Strategy
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Primary Category
AI Product Management
Topics
AIDataAI Safety
Mastering AI Product Strategy
Transform ideas into successful AI products with proven frameworks
Provider:
Maven
Instructor:
Polly Allen
Level:
$899Advanced
Website Previewcoursera.org
Live Site Capture
Preview Pending
Microsoft AI Agents Professional Certificate
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Primary Category
AI Product Management
Topics
AI AgentsAIExperimentationData+3 more
Microsoft AI Agents Professional Certificate
Provider:
Coursera (Microsoft)
Instructor:
Level:
FreeAdvanced
Website Previewmaven.com
Live Site Capture
Preview Pending
ML Foundations for Product Leaders
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Primary 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:
$1500Intermediate
Website Previewudacity.com
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Preview Pending
Product Launch
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Primary Category
Product Strategy
Topics
AIGo-to-MarketAI Safety
Product Launch
Master the complete product launch process from planning to post-launch analysis
Provider:
Udacity
Instructor:
Udacity
Level:
FreeBeginner
Website Previewscrum.org
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Primary Category
Product Discovery
Topics
AIExperimentationAI Safety
Professional Product Discovery and Validation™ Training
Enhance value creation through discovery and validation techniques
Provider:
Scrum.org
Instructor:
Scrum.org
Level:
FreeIntermediate
Website Previewudacity.com
Live Site Capture
Preview Pending
Rapid Prototyping
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Primary Category
Product Discovery
Topics
AI Safety
Rapid Prototyping
Learn efficient prototyping techniques to validate product ideas quickly
Provider:
Udacity
Instructor:
Udacity
Level:
FreeBeginner
Website Previewmaven.com
Live Site Capture
Primary Category
AI Product Management
Topics
AIDataAutomationProduction AI+1 more
Real-world Foundations of AI Product Management
Launch AI products with practical frameworks and tools
Provider:
Maven
Instructor:
Dhruv Ghulati
Level:
$1000Beginner
Website Previewbrainstation.io
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Primary Category
Product Discovery
Topics
WorkflowsAI Safety
UX Design Certification (UXDC™)
Master UX design skills with hands-on projects led by industry leaders3
Provider:
BrainStation
Instructor:
BrainStation
Level:
$2450Beginner
Website Previewudacity.com
Live Site Capture
Preview Pending
UX Designer Nanodegree Program
Live site screenshot will appear here once the course page has been captured.
Primary Category
Product Discovery
Topics
WorkflowsAI Safety
UX Designer Nanodegree Program
Learn UX design principles and create user-centered designs
Provider:
Udacity
Instructor:
Udacity
Level:
$1200Beginner
Website Previewmaven.com
Live Site Capture
Primary Category
Product Discovery
Topics
AIAI Safety
UX Research in Action
Practical UX research skills for PMs to drive user-centered decisions with limited resources
Provider:
Maven
Instructor:
Joe Formica, Cola Solwitz
Level:
FreeBeginner
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Instructors Teaching AI Safety
Udacity
Course Instructor
Explore Udacity's ai safety teaching footprint.
Udacity teaches product management courses featured on Product Manager Courses.
AI Product ManagementProduct Analytics
Anthropic
Course Instructor
Explore Anthropic's ai safety teaching footprint.
Anthropic teaches product management courses featured on Product Manager Courses.
AI Product Management
Amit Badlani
Course Instructor
Explore Amit Badlani's ai safety teaching footprint.
Amit Badlani teaches product management courses featured on Product Manager Courses.
AI Product Management
BrainStation
Course Instructor
Explore BrainStation's ai safety teaching footprint.
BrainStation teaches product management courses featured on Product Manager Courses.
Product Discovery
How To Choose A AI Safety Course
The strongest ai safety 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 safety the primary tag, then compare how each provider frames the topic across General Product Management, AI Product Management, and 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 AI Safety course?
A AI Safety course is a program that teaches product managers how to apply ai safety 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 Safety course?
AI Safety 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 safety 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 Safety and Workflows courses?
AI Safety courses stay focused on ai safety as the primary topic, while Workflows 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.