Everything worth learning, in one place
Three formats, one curriculum. Paths are guided multi-week routes. Modules are the curriculum itself. Workshops are hands-on single sessions. Start wherever you like. They all point at the same material.
A guided route through the curriculum, ordered for one kind of person and meant to be worked through over a few weeks rather than one sitting. Each path tells you which modules to read, in what order, plus the prompts and resources that go with them.
Pick this if you want someone to tell you what to do next.
The curriculum itself. Nine self-paced lessons that build from how these tools actually work through to ethics and using AI in your own industry. Read them in order, or jump to the one you need. Nothing here requires code.
Pick this if you want to understand the subject properly.
Hands-on single sessions, most of them under 90 minutes. You follow numbered steps with prompts you copy straight into a chatbot, and you finish with something real: a prompt library, a research workflow, a team AI policy.
Pick this if you'd rather do the thing than read about it.
Learning paths
A path is a reading order with a point of view. It picks the modules that matter for your situation, adds the prompts and resources worth having open while you read, and tracks how far through you are. Plan on a few weeks at a relaxed pace.
You're new to AI and want to understand the basics before diving into practical use. Start here to build a solid foundation.
Best for: Students, professionals exploring AI, anyone with no prior AI experience
You want to master AI tools for maximum productivity without learning to code. Focus on advanced prompting and practical applications.
Best for: Professionals, content creators, knowledge workers seeking AI productivity gains
You're interested in building with AI or understanding how it works under the hood. Explore technical concepts and integration.
Best for: Aspiring developers, technical professionals, anyone interested in AI development
Compare the three paths
The paths index lays them out side by side with the full reading order, the prompts that go with each week, and the resources worth bookmarking.
Modules
Nine lessons, roughly 45 to 90 minutes each. Modules 1 to 3 are the fundamentals, 4 to 6 cover practical use and its consequences, 7 turns it into a habit, and 8 and 9 go deeper for people who want it. Module 5 is optional unless you're curious how the models work.
Unleash creative expression with generative AI while understanding how it works and the limits
Building responsible AI: grappling with power, justice, and the human impact of machines
Build and integrate custom AI solutions using fine-tuning, APIs, embeddings, and retrieval
Discover how AI transforms specific sectors and learn best practices for implementation
Track your way through the curriculum
The modules index keeps your progress, shows what you've finished, and suggests what to read next.
Workshops
One sitting, one finished thing. Each workshop is numbered steps with prompts you can copy, a checklist to confirm it worked, and something you keep afterwards. No prior workshop is required, so pick the one that matches what you need this week.
Learn to create a custom AI workflow for academic and professional research.
See every workshop side by side
The workshops index lists all of them with full descriptions, prerequisites and what you walk away with.
Still not sure where to start?
Answer a few questions about how you already work and we'll point you at the path, module or workshop that fits. It takes about five minutes.