AI Infrastructure & Deployment
Data Drift
Changes in input data distribution over time that can degrade model performance in production.
Related Concepts
- Model Monitoring: Explore how Model Monitoring relates to Data Drift
- Production: Explore how Production relates to Data Drift
- Distribution Shift: Explore how Distribution Shift relates to Data Drift
Why It Matters
Understanding Data Drift is crucial for anyone working with ai infrastructure & deployment. This concept helps build a foundation for more advanced topics in AI and machine learning.
Learn More
This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
ai-infrastructure-deployment model-monitoring production distribution-shift