II.
LibrarySkill overview
Reference · livelib-skill:data-science-ml--evidently-drift-detector
evidently-drift-detector overview
Evidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.
Attributes
displayName
evidently-drift-detector
description
Evidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.
libraryPath
library/specializations/data-science-ml/skills/evidently-drift-detector/SKILL.md
specialization
data-science-ml
contentSummary
# Evidently Drift Detector
Detect data drift, monitor model performance, and generate automated reports using Evidently AI.
## Overview
This skill provides comprehensive capabilities for ML monitoring using Evidently AI. It enables detection of data drift, concept drift, target drift, and m
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:ml-ops-engineer·RoleMLOps Engineer
- role:data-scientist·RoleData Scientist
lib_requires_skill_area2
- skill-area:model-monitoring-drift-detection·SkillAreaModel Monitoring and Drift Detection
- skill-area:data-quality-testing·SkillAreaData Quality Testing
Incoming edges
None.