II.
SkillArea overview
Reference · liveskill-area:training-data-testing
Training Data Testing overview
Validating model-training datasets - label quality, split hygiene, leakage detection, representativeness, and dataset change regressions.
Attributes
displayName
Training Data Testing
description
Validating model-training datasets - label quality, split hygiene,
leakage detection, representativeness, and dataset change regressions.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to2
- domain:data-science·DomainData Science
- domain:ml-ops·DomainMLOps
requires_skill_area1
- skill-area:data-quality-testing·SkillAreaData Quality Testing
Incoming edges
lib_requires_skill_area1
- lib-skill:data-science-ml--training-data-testing·LibrarySkilltraining-data-testing
prerequisite_for_learning1
- skill-area:machine-learning·SkillAreaMachine Learning