AI product & model operations · Core
Machine learning
Also called: ML
ELI5
A system learns patterns from examples.
Used in conversation
“Machine learning is used to rank support requests.”
Definition
Methods that learn patterns from data to make predictions, classifications or decisions.
Here “Machine learning” means: Methods that learn patterns from data to make predictions, classifications or decisions.
Pitch context
You will see “Machine learning” in product strategy decks, roadmaps, experiments and architecture reviews when the discussion reaches ai product & model operations.
Why it matters: In ai product & model operations, the scope can change what data may be used, who may access it and which controls are required.
Sources & evidence · 2
Direct term-level sources and supporting source families.
- National Institute of Standards and Technology — Computer Security Resource Center GlossaryDirect source · primary · checked 2026-08-16
- Scrum Guides — The Scrum Guide — official current versionSupporting source family · primary · checked 2026-08-16