II.
SkillArea overview
Reference · liveskill-area:data-quality-testing
Data Quality Testing overview
Checking data assets and pipelines for completeness, validity, drift, and contract conformance before downstream consumers rely on them.
Attributes
displayName
Data Quality Testing
description
Checking data assets and pipelines for completeness, validity, drift, and
contract conformance before downstream consumers rely on them.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to2
- domain:data-science·DomainData Science
- domain:ml-ops·DomainMLOps
Incoming edges
lib_requires_skill_area10
- lib-agent:data-engineering-analytics--data-quality-engineer·LibraryAgentdata-quality-engineer
- lib-agent:qa-testing-automation--quality-metrics-analyst·LibraryAgentQuality Metrics Analyst
- lib-agent:qa-testing-automation--test-data-expert·LibraryAgentTest Data Expert
- lib-process:qa-testing-automation--metrics-dashboard·LibraryProcessmetrics-dashboard
- lib-process:qa-testing-automation--test-data-management·LibraryProcesstest-data-management
- lib-skill:data-engineering-analytics--data-quality-profiler·LibrarySkilldata-quality-profiler
- lib-skill:data-engineering-analytics--dimensional-model-validator·LibrarySkillDimensional Model Validator
- lib-skill:data-science-ml--evidently-drift-detector·LibrarySkillevidently-drift-detector
- lib-skill:data-science-ml--pytest-ml-tester·LibrarySkillpytest-ml-tester
- lib-skill:qa-testing-automation--test-data-generation·LibrarySkilltest-data-generation
prerequisite_for_learning1
- skill-area:data-analysis·SkillAreaData Analysis
requires_skill_area2
- skill-area:model-validation-testing·SkillAreaModel Validation Testing
- skill-area:training-data-testing·SkillAreaTraining Data Testing