AI & ML Reference
AI & ML Learning Hub
Two ways into the same material: look up concepts by domain, or follow a request step by step. Pick a depth below, then choose a path — your depth setting carries through to whichever page you open, and you can switch paths anytime from the navigation bar.
Choose a depth
AI & ML Concept Map
Every term organized into 9 domains — from foundations and neural networks to ethics and governance. Search, browse, and expand to any level of depth.
Best for: looking up a specific term, or exploring one topic area at your own pace.
Open the Concept Map →AI Request Lifecycle & Topology Map
Walk step by step through what happens between typing a prompt and seeing an answer — including where safety, privacy, and governance checks happen along the way.
Best for: understanding the end-to-end process and where each system layer fits in.
Open the Lifecycle Map →Not sure which to open?
- Start with the Concept Map if you have a specific word you've heard (like "hallucination" or "RAG") and want a plain-language definition, or you want a bird's-eye view of the whole field.
- Start with the Lifecycle Map if you want to understand how a chat request actually works end to end, including the safety and governance checks most people never see.
- Either way, once you're on a page you can drill from one into the other — concept entries link to the lifecycle step they apply to, and lifecycle steps link back to the relevant concept.