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AI for Product Managers

Free

Learn to use AI across the product lifecycle. This course covers discovery, requirements writing, roadmap prioritization, feedback analysis, AI feature scoping, and experiment design. Built for product managers, associate PMs, and product owners who want to work faster and make better decisions with AI. No technical background required. Starts beginner-friendly and builds to intermediate.

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Complete lessons in order to unlock the next — structured progression.

AI Basics for Product Managers

Understand what AI can and cannot do in product work. Learn which AI tools fit which PM tasks, and build the mental model for using AI responsibly throughout the product lifecycle.

  1. 1What Ai Means For Product ManagersTutorial
  2. 2Ai Tools For Product Managers: An OverviewTutorial
  3. 3Explore Ai Tools For Product ManagementTask
  4. 4The PM AI Decision FrameworkContent
  5. 5Pm Ai Foundations CheckQuiz

Discovery and Requirements

Use AI to speed up product discovery. Draft PRDs, user stories, and acceptance criteria. Synthesize research findings and customer feedback into clear requirements.

  1. 6How To Write Prds With AiTutorial
  2. 7Writing User Stories And Acceptance Criteria With AiTutorial
  3. 8Using Ai To Synthesize Product ResearchTutorial
  4. 9Draft A Prd Section With AiTask
  5. 10Before You Share AI-Generated RequirementsContent
  6. 11Discovery And Requirements CheckQuiz

Roadmap and Prioritization

Use AI to organize feedback, score priorities, and keep your roadmap grounded in evidence. Learn prompt patterns for frameworks like RICE and ICE, and how to synthesize large volumes of user feedback into actionable themes.

  1. 12Analyzing User Feedback With AiTutorial
  2. 13Ai Assisted Prioritization With Rice, Ice, And MoscowTutorial
  3. 14Drafting Roadmap Updates With AiTutorial
  4. 15Analyze User Feedback For Your RoadmapTask
  5. 16When AI Prioritization Goes WrongContent
  6. 17Roadmap And Prioritization CheckQuiz

AI Feature Framing and Experiment Design

Learn how to scope AI-powered features for your product. Define inputs, outputs, and evaluation criteria. Design experiments to test whether an AI feature delivers real user value before full investment.

  1. 18How To Scope An Ai FeatureTutorial
  2. 19Measuring Ai Feature SuccessTutorial
  3. 20Designing Experiments For Ai FeaturesTutorial
  4. 21Frame An Ai Feature For Your ProductTask
  5. 22Warning Signs That an AI Feature Is Poorly ScopedContent
  6. 23Ai Feature Framing And Experiment Design QuizQuiz

PM Capstone: End-to-End AI Product Workflow

Put everything together. Work through a complete product scenario from discovery to experiment design using AI at every stage. Produce five deliverables that demonstrate your ability to use AI as a product manager.

  1. 24Building Your Ai Powered Pm WorkflowTutorial
  2. 25Responsible Ai Use For Product ManagersTutorial
  3. 26Capstone: End To End Ai Product WorkflowTutorial
  4. 27Complete An End To End Pm Ai WorkflowTask
  5. 28Complete Reference Guide for AI-Powered Product ManagementContent
  6. 29Pm Capstone: End To End Ai Workflow QuizQuiz

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