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Free MLOps Course for Data Scientists: Day 5 - Data Drift and Model Monitoring. CI/CD Pipelines.
CI/CD
Docker
MLOps
ML Pipelines
Timur Bikmukhametov
June 19, 2026

Free MLOps Course for Data Scientists: Day 5 - Data Drift and Model Monitoring. CI/CD Pipelines.

A practical guide to data drift monitoring and CI/CD for production ML systems: how to detect model degradation, data drift, and concept drift, and how to ship changes safely with CI/CD.

Free MLOps Course for Data Scientists: Day 1 - ML Production System Breakdown
MLOps
CI/CD
Deployment
Docker
ML Pipelines
Timur Bikmukhametov
June 15, 2026

Free MLOps Course for Data Scientists: Day 1 - ML Production System Breakdown

A five-part introduction guide to Production ML Systems for Data Scientists: data storage, ML pipelines, experiment tracking, monitoring, and CI/CD.

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