GK Question

technology medium mcq

Which practice ensures ML models are continuously monitored and retrained in production?

  1. CI/CD
  2. Model Drift Detection
  3. A/B Testing
  4. All of these

Answer: All of these

MLOps combines: CI/CD for automated deployment, drift detection for performance monitoring, A/B testing for validation. Critical for maintaining ML system reliability and business value over time.

Topic MLOps
Exam Relevance SSC JE, Banking IT, UPSC