Learn the AI engineering skills clients pay for

Write real code from day one and get it assessed. New lessons arrive as we release them during early access.

Your first three lessons are free. After that, pay USD 99 once for every lesson and assessment in this course, including future ones. No subscription.

What's included

USD 99

  • Every lesson, assignment and project in the course, including new ones as they're released
  • Feedback on every assignment you submit
  • One AI application you build from first prototype to production
  • Study at your own pace, with no deadlines or live classes

Lesson 1 is ready now, and new lessons are added as they're finished.

Why join now

  1. Lock in the early price. Early access is USD 99. The finished course is planned at USD 399, and your payment already covers it.

  2. Get every new lesson. New lessons and projects are added to your account as they're released, at no extra cost.

  3. Try it before you pay. Lesson 1 is free, so you can see how the course teaches first.

Start with a real assignment

Lesson 1 teaches how AI usage is counted and priced. Then you write a Python tool that turns usage records into a cost report, and submit it for feedback.

You won't need an API key, and it costs nothing to run.

Build a complete AI application

Ten Parts and 65 units take you from your first model call to a deployed application. Along the way you learn to:

  • Work with LLMs and pick the right model for each job
  • Search by meaning and answer from documents, with sources
  • Build agents and workflows that act safely, using MCP
  • Decide when fine-tuning pays off, and serve models efficiently
  • Protect users and their data, and test your defenses
  • Measure quality and catch regressions before a release
  • Deploy, monitor and hand over a production application
  • Handle images and voice, and use AI coding tools well

Your main project is an AI assistant for a fictional appliance-repair business, built up Part by Part. A graduation challenge at the end gives you a new client problem to solve on your own.

See the full curriculum

Questions

Who is this course for?

Developers who already build software and want to work with AI. You should be comfortable with APIs, Git, databases, testing, authentication and basic web applications.

Do I need machine learning experience?

No. The course starts with how language models behave and builds up from there. You won't need to train a model from scratch.

Is this a subscription?

No. You pay once, and every lesson released for this course is included. Nothing renews.

How long does it take?

As long as you like. The course is self-paced, with no deadlines or live classes.

Can I get a refund?

Lesson 1 is free, so you can try the course before you buy. See the refund policy and the terms for the details.

Your first lesson is ready

Read Lesson 1 free and see how the course teaches.

When you're ready for the full course, join early access for USD 99, paid once.