II.
SkillArea overview
Reference · liveskill-area:ml-pipeline-testing
ML Pipeline Testing overview
Testing end-to-end ML workflows - data ingest, feature generation, training, validation, registration, and deployment handoffs.
Attributes
displayName
ML Pipeline Testing
description
Testing end-to-end ML workflows - data ingest, feature generation,
training, validation, registration, and deployment handoffs.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to2
- domain:ml-ops·DomainMLOps
- specialization:data-engineering-analytics·Specialization
requires_skill_area1
- skill-area:integration-testing·SkillAreaIntegration Testing
Incoming edges
lib_requires_skill_area1
- lib-agent:data-science-ml--integration-tester·LibraryAgentintegration-tester
prerequisite_for_learning1
- skill-area:machine-learning·SkillAreaMachine Learning
requires_skill_area1
- skill-area:ci-cd-ml-pipelines·SkillAreaCI/CD for ML Pipelines