Reference Shelf
A working library of tools, sources, and useful systems thinking
This is the curated side of the site: references worth keeping close when you are planning AI adoption, choosing tools, or improving daily operations without adding clutter.
Curated by hand
Ops-minded links
Useful before impressive
Filter by Category: Learning Resources
× Clear filter
All Resources
Learning Resources
fast.ai — Practical Deep Learning
www.fast.aiFree, no-nonsense deep learning course aimed at practitioners. Best entry point for developers who want to move from AI user to AI builder.
Learning Resources
Neural Networks: Zero to Hero — Andrej Karpathy
karpathy.aiKarpathy's YouTube series building neural nets from scratch. The clearest conceptual foundation for understanding LLM internals.
Learning Resources
Elements of AI
www.elementsofai.comFree course from the University of Helsinki making AI accessible to non-technical audiences. Widely used across Nordic organisations.
Learning Resources
Prompt Engineering Guide
www.promptingguide.aiComprehensive reference for prompt engineering techniques. Practical for anyone using LLMs day-to-day or building on top of them.