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Free learning · Building with AI

Understand AI.
Then put it to work.

Start with AI Foundations for PM, then explore the labs, lessons and product thinking that help you build.

Free interactive course

AI Foundations
for PM.

Understand AI, choose worthwhile problems and learn how to build and evaluate AI products. No machine learning background required.

6 modules24 topicsLearn at your pace

Prompting · RAG · Evaluation · AI agents · Hands-on labs

Start AI Foundations free

Includes quizzes, exercises and flashcards.

Dave explaining neural networks to learners in a classroom.
Dave teaching AI concepts in an earlier classroom session.
Explore the six modules
  1. 01AI FoundationsUnderstand AI, machine learning, prompts and agents.
  2. 02Business TranslationChoose an AI opportunity, explore RAG and write a product brief.
  3. 03Evaluation & DeploymentEvaluate quality, set guardrails and prepare to ship.
  4. 04Portfolio BuildingDocument your decisions and measure how your AI product performs.
  5. 05Pitch PreparationExplain your product, demonstrate it and learn from feedback.
  6. 06Hands-On LabsBuild agents and prototypes with n8n, v0.dev and Claude Code.
Keep exploring

More ways to learn.

Dave using workshop notes to explain product thinking.
Practical thinking from Dave’s product workshops.
AI LABS

Build your first AI workflow.

Work through the course labs: create an n8n agent, prototype with v0.dev and Claude Code, and connect the pieces.

Open the hands-on labs
Dave discussing product ideas during a talk.
Product ideas from Dave’s teaching and experience.
WRITING

Product thinking, in practice.

Read Dave’s essays on product decisions and lessons from building products.

Read on Medium
Dave and workshop participants discussing their work.
Lessons from the work, shared in Dave’s writing.
NEWSLETTER

Keep learning with Dave.

Notes, ideas and reflections from Dave’s work in product.

Explore the newsletter
Dave waving to the camera in his video introduction.
A personal introduction from Dave.
VIDEO

See the thinking in action.

Watch product lessons, talks and conversations with Dave.

Watch on YouTube
Dave in a small online group conversation, with participant faces obscured.
A small-group conversation from Dave’s earlier teaching.
OPEN QUESTIONS

Ask Dave anything.

Bring a question about product thinking, AI or what you’re building.

Open the question board
Learn with other builders

Bring your questions.
Find your people.

Meet other learners, share what you’re trying and talk through your product questions.

Explore the community

Ready to build with AI?

Start with AI Foundations. Learn the concepts, then put them to work.

Start AI Foundations free