From Data Science to Production: MLOps CI/CD Pipeline with Real-time Accuracy Monitoring
Production machine learning requires more than training good models. This guide covers building a complete MLOps system with Kubernetes, Prometheus monitoring, and automated accuracy checks to catch model drift and prevent silent failures in production. »