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Our Courses
MLOps
Monitoring and Logging for ML Systems
Topics Covered
Level :
Intermediate
Model monitoring, log analysis, real-time alerts
Course Summary
Implement real-time monitoring to ensure stability and traceability.
Course Description
Understand how to detect drifts, failures, and performance issues in production ML.
Learning Modules
Module 1: Monitoring Tools: Use Prometheus and custom logs.
Module 2: Real-Time Metrics: Set up alerts and dashboards.
Module 3: Troubleshooting: Analyze logs for issues.
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