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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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