II.
LibrarySkill overview
Reference · livelib-skill:data-science-ml--great-expectations-validator
great-expectations-validator overview
Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data quality checks in ML pipelines.
Attributes
displayName
great-expectations-validator
description
Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data quality checks in ML pipelines.
libraryPath
library/specializations/data-science-ml/skills/great-expectations-validator/SKILL.md
specialization
data-science-ml
contentSummary
# Great Expectations Validator
Validate data quality using Great Expectations for comprehensive data testing, documentation, and quality monitoring.
## Overview
This skill provides capabilities for data quality validation using Great Expectations (GX), the leading open-source library for da
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
lib_involves_role2
- role:data-scientist·RoleData Scientist
- role:ml-ops-engineer·RoleMLOps Engineer
lib_requires_skill_area2
- skill-area:data-quality·SkillAreaData Quality
- skill-area:data-pipeline-testing·SkillAreaData Pipeline Testing
Incoming edges
None.