AI learning paths
This is the index. Each path has its own page with embedded videos, direct resource links, educators, practice tasks, and checkpoints.
Build enough AI literacy to use modern tools without being fooled by confident output.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Turn AI from a blank chat box into a repeatable writing, research, and thinking partner.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Learn when to automate work with AI, where agents help, and where plain workflows are safer.
Includes
3 linked resources, 1 embedded video, educators, practice task, checkpoint.
Make better calls about which AI features deserve to exist and how to measure them.
Includes
3 linked resources, 2 embedded videos, educators, practice task, checkpoint.
Start points
Use coding agents and assistants as collaborators without losing engineering judgment.
Includes
3 linked resources, 2 embedded videos, educators, practice task, checkpoint.
Start points
Design the information and tool boundary around an agent instead of stuffing everything into a prompt.
Includes
3 linked resources, 2 embedded videos, educators, practice task, checkpoint.
Build AI systems that answer from your knowledge base instead of improvising from memory.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Start points
Stop judging AI quality by vibes and start building repeatable checks.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Understand enough of the machinery behind LLMs to reason about behavior, limits, and training tradeoffs.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Start points
Move from demos to AI systems that can be monitored, debugged, paid for, and improved.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Help a team adopt AI around real work instead of collecting tools and slogans.
Includes
3 linked resources, 3 embedded videos, educators, practice task, checkpoint.
Start points
Choose models with evidence instead of leaderboard screenshots and social-media vibes.
Includes
3 linked resources, 2 embedded videos, educators, practice task, checkpoint.
Start points