Learn AI properly, step by step
10 courses are written and ready today, with 54 lessons between them. The rest of the catalogue below is the roadmap — listed openly so you can see what is coming rather than finding empty pages.
This is Pip. He shows up through the courses — cheering when you finish a lesson, and asleep beside anything that has not been written yet.
10
Ready now
54
Lessons written
119
In the catalogue
Academies and categories— show
Academy
Category
119 courses · page 5 of 5
AI for Legal Work
Review and drafting, and the confidentiality boundary.
Not written yet — this is on the roadmap.
BI Copilots
Power BI, Tableau and Looker AI features for real reporting.
Not written yet — this is on the roadmap.
Building Applications With the Anthropic API
Tool use, streaming and structured output in a real application.
Not written yet — this is on the roadmap.
Building With the OpenAI API
From a first request to a small application that does something useful.
Not written yet — this is on the roadmap.
Certified AI Automation Builder
Ship an automation that survives a week of real use.
Not written yet — this is on the roadmap.
Certified AI Marketer
Plan and produce a full campaign as the assessment.
Not written yet — this is on the roadmap.
ComfyUI Workflows
Build a repeatable image pipeline as a graph.
Not written yet — this is on the roadmap.
Deep Research Workflows
Long-running research runs, and how to check what comes back.
Not written yet — this is on the roadmap.
DeepSeek and Qwen
Open-weight models and what changes when you can run them.
Not written yet — this is on the roadmap.
Enterprise Model Platforms
Amazon Bedrock, Google Vertex AI and Azure AI Foundry compared.
Not written yet — this is on the roadmap.
LangChain and LangGraph
Composing multi-step AI systems that you can debug.
Not written yet — this is on the roadmap.
Midjourney Advanced Control
Consistency, references and style across a whole set.
Not written yet — this is on the roadmap.
Model Context Protocol
Connecting assistants to tools and data through a shared protocol.
Not written yet — this is on the roadmap.
Model Routing With OpenRouter
One interface, many models, and how to choose per request.
Not written yet — this is on the roadmap.
Multi-Agent Systems
When several agents beat one, and when they just cost more.
Not written yet — this is on the roadmap.
Private and Offline AI Workflows
Working with material that must not leave the building.
Not written yet — this is on the roadmap.
Retrieval-Augmented Generation
Ground answers in your own documents instead of the model’s memory.
Not written yet — this is on the roadmap.
Reviewing AI-Written Code
Reading generated code critically instead of merging it hopefully.
Not written yet — this is on the roadmap.
Self-Hosted Automation With n8n
Run your own automation platform and keep the data in-house.
Not written yet — this is on the roadmap.
Stable Diffusion and FLUX
Open models, and the control you get by running them yourself.
Not written yet — this is on the roadmap.
The Solo Operator Stack
Run something real without hiring, and know the limits.
Not written yet — this is on the roadmap.
Vector Databases and Embeddings
How retrieval actually finds the right passage.
Not written yet — this is on the roadmap.
Web Data for AI Workflows
Firecrawl, Exa and Tavily for getting the web into your tools.
Not written yet — this is on the roadmap.
Courses are free and need no account. Your progress is saved in this browser, so it will not follow you to another device. Certificates confirm you completed the lessons and passed their checks — they are not an accredited qualification.
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