td-outlier-detection
Installation
SKILL.md
Teradata Outlier Detection
| Skill Name | Teradata Outlier Detection |
|---|---|
| Description | Outlier detection and handling using TD_OutlierFit |
| Category | Preprocessing Analytics |
| Function | TD_OutlierFit |
Core Capabilities
- Complete analytical workflow from data exploration to model deployment
- Automated preprocessing including scaling, encoding, and train-test splitting
- Advanced TD_OutlierFit implementation with parameter optimization
- Comprehensive evaluation metrics and model validation
- Production-ready SQL generation with proper table management
- Error handling and data quality checks throughout the pipeline
- Business-focused interpretation of analytical results