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AI Product Management

AI Product Management

Learn to scope, build, ship, and iterate AI-powered products — from defining the right problem to measuring real impact — using frameworks trusted by top product teams.

4 sections·12 lessons

What you'll learn

1. Scoping AI Products That Actually Ship

  • The AI PM Mindset: Probabilistic Thinking
  • Scoping: Finding Problems Worth Solving
  • Mapping the AI Problem Space

2. Data Strategy for AI Products

  • Building Your Data Flywheel
  • The Data Flywheel in Motion
  • Data Quality, Bias, and Governance

3. Metrics, UX, and the Human Layer

  • Metrics That Actually Measure AI Value
  • Designing UX for AI: Trust, Transparency, and Control
  • AI UX Patterns in the Wild

4. Shipping, Iterating, and Leading AI Teams

  • The AI Product Launch Playbook
  • AI Product Management: Knowledge Check
  • Leading AI Teams and Communicating Up

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