AI Essentials is free. Paid enrollment opens soon.
Most AI content sells novelty. A new model appears, everyone posts about it, and three weeks later nobody remembers it. That cycle is exhausting and it does not make you better at anything.
This course takes a different position: tools change, the work does not. The underlying skills — describing a problem precisely, checking output, iterating, and knowing when a machine should not be in the loop — carry over to whatever ships next year.
Everything you will touch falls into one of five buckets.
| Category | What it does | Typical tools |
|---|---|---|
| Chat assistants | Reason over text you give them | Claude, ChatGPT, Gemini |
| Coding agents | Read and change code in a repository | Claude Code, Codex |
| Media generation | Produce images, audio, video | Image and video models |
| Agents | Take multi-step actions toward a goal | Custom agents, MCP-connected tools |
| Automation | Run workflows on a trigger, no human present | Webhooks, cron, workflow platforms |
If you can place a new tool into one of those five boxes within a minute of hearing about it, you have already skipped most of the noise.
Ask two questions:
That is the whole framework. Learn the category that touches your actual bottleneck. Ignore the rest until it does.
This lesson introduces the framework. The lessons that follow combine short videos, written walkthroughs and practice tasks you can apply to your own work.
Explore the full curriculum, projects, and access details.