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Learning path

PSPO-AI Essentials learning pathProfessional Scrum Product Owner - AI Essentials

Watch, listen and quiz yourself through the three focus areas, practice with exams, then get ready for exam day. The lessons are part of Premium; you can browse the full path below.

How much time do you have?

Shorter time frames hide the optional sections so you can focus on the essentials.

Learn 4 sections

Practice 2 sections

Pass 2 sections

Prepare for the PSPO-AI Essentials certification

What the assessment covers

Professional Scrum Product Owner - AI Essentials is Scrum.org's certification for Product Owners who apply AI in their work. The assessment has 40 questions in 60 minutes, you need 85% to pass, and it costs $200 USD per attempt. The certification does not expire.

Its questions come from three focus areas: AI Theory and Primer, AI Security and Ethics, and AI Product Ownership. This learning path has one lesson per focus area, each with hand-picked videos, a narrated audio version, the text and a quiz, followed by full-length practice exams in the format of the real one.

What you'll learn

  • How large language models work and why they hallucinate
  • Retrieval-augmented generation, fine-tuning and AI agents
  • Using AI in product discovery without replacing real customers
  • AI in Product Backlog management, and why ordering stays yours
  • Building products with probabilistic AI features
  • Measuring the value of AI with Evidence-Based Management
  • Data protection, bias, accountability and the EU AI Act
  • The principles behind trustworthy AI