
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 is no longer a niche topic for product teams. On PMC, this page pulls together 44 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, 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.
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Advanced AI Agents
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AI Agents Specialization
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Master AI PM skills with hands-on projects and expert guidance
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AI Product Management Bootcamp
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Build AI products and integrate AI capabilities into existing products through practical applications

Learn AI product management from OpenAI's product leader with real-world applications
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AI Product Manager Course
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Transform theory into practice with hands-on AI product management training from RMIT
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AI Product Manager Master Course
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Learn to build and manage AI products with hands-on projects and industry mentorship


Master analytics to make data-driven decisions

Master GenAI tools and techniques for practical applications

Master AI product development with focus on multimodal data and custom datasets

Master business intelligence analytics with Power BI

Design better prompts, context, and guardrails for reliable agent behavior

Design better prompts, context, and guardrails for reliable agent behavior

Learn critical skills to analyze customer data and derive actionable product insights
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Data Analysis and Visualization with Power BI
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Develop Power BI skills for data visualization and analysis

Gain expertise in data-driven product management

Apply data analysis skills to create compelling product proposals through real-world cases

Learn storytelling and dashboard design with Tableau
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Fundamentals of Data Product Management and Data Strategy
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Skyrocket your career with effective data strategies
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Google AI Professional Certificate
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Build AI apps and gain practical PM skills

Build AI apps and gain practical PM skills
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Human-centered Design for AI
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Design AI solutions with practical, research-driven methodologies

Build MCP servers and clients from scratch using Python
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Mastering AI Product Strategy
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Transform ideas into successful AI products with proven frameworks


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Microsoft AI Agents Professional Certificate
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Microsoft AI Product Manager Professional Certificate
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ML Foundations for Product Leaders
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Master ML foundations for AI-led product teams

Learn how AI agents connect to tools, systems, and actions through MCP

Learn how AI agents connect to tools, systems, and actions through MCP

Improve storytelling and action by measuring product success in a customer-focused way.

Advance your PM career with leadership and strategy skills from Silicon Valley experts

Navigate AI's impact on company and product strategy through real case studies

Launch AI products with practical frameworks and tools
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Retrieval Augmented Generation (RAG)
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Storytelling Certified: Masters
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Understand the science behind telling a story that sells. Master the art of storyselling.

Master AI & data science product management fundamentals for successful project leadership

Master AI & data science product management with real-world applications and industry best practices

Learn vibe coding so you can design, build, and launch real AI powered apps in 4 weeks without becoming an engineer.

2/28/2026
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.

1/28/2024
Discover when to trust experience vs. when to invest in formal learning - a data-backed guide for PMs at every career stage who want to optimize their learning journey.
Course Instructor
Explore Udacity's data teaching footprint.
Udacity teaches product management courses featured on Product Manager Courses.
Course Instructor
Explore Make Academy's data teaching footprint.
Make Academy teaches product management courses featured on Product Manager Courses.
Course Instructor
Explore Bill Chambers's data teaching footprint.
Bill Chambers teaches product management courses featured on Product Manager Courses.
Course Instructor
Explore Danielle Thé's data teaching footprint.
Danielle Thé teaches product management courses featured on Product Manager Courses.
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, 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.
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.
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.
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.
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.