II.
SkillArea overview
Reference · liveskill-area:automated-retraining
Automated Retraining overview
Triggering and governing retraining loops - drift- or schedule-driven rebuilds, dataset refresh, validation gates, and rollout safeguards.
Attributes
displayName
Automated Retraining
description
Triggering and governing retraining loops - drift- or schedule-driven
rebuilds, dataset refresh, validation gates, and rollout safeguards.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- domain:ml-ops·DomainMLOps
requires_skill_area2
- skill-area:model-monitoring-drift-detection·SkillAreaModel Monitoring and Drift Detection
- skill-area:model-registry-management·SkillAreaAutomated Training and Model Registry
Incoming edges
lib_requires_skill_area1
- lib-agent:data-science-ml--retraining-orchestrator·LibraryAgentretraining-orchestrator
prerequisite_for_learning1
- skill-area:machine-learning·SkillAreaMachine Learning