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AI Foundations for Product Builders
Understand AI, choose a worthwhile problem and build your first product prototype.
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Free resources from Dave.
Free AI courses, recordings and slides from community events, and a few more ways to keep learning. All free.
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Free AI courses · Your pace
Five free courses.
No machine learning background needed. Every course includes quizzes and flashcards.
Build an agent
Agentic AI Foundations for Product Builders
Build a dinner-assistant prototype that understands requests, uses tools and asks for approval.
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Coordinate agents
Multi-Agent Workflow Systems
Give agents clear roles, coordinate their handoffs and inspect the work they produce together.
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Test AI quality
Advanced: AI Evals Deep Dive
Define what good looks like, build scoring rubrics and catch failures before users do.
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Improve training data
AI Annotation Foundations for Product Builders
Design annotation workflows that turn human judgement into consistent, useful AI data.
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Community & events
Community & events.
Recordings and slides from Dave's live sessions, newest first.
Latest sessions
See all recordings
October 2026
Session 2: behavioural interviews
Shows up to the latest three, newest first.
Join the community
Learn with other builders.
Pick whichever group suits you.
More from Dave
More ways to learn.
- The Break-In BlueprintFive stages of breaking into product management, with seven video lessons and a tracker.
- YouTubeProduct lessons, talks and conversations.
- WritingEssays on product decisions, on Medium.
- Ask Dave anythingBring a question about product, AI or what you're building.
- NewsletterPractical notes on product thinking and building with AI.
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