Module / Topic: MLOps
Browse Mergen content
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Medical Device Manufacturer: MLOps for Imaging-Diagnosis Models
A medical-device manufacturer built an MLOps platform for imaging-diagnosis ML models with full FDA model-card audit trail. 8 models in production.
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Fintech: MLOps Platform for Real-Time Fraud Model Lifecycle
A fintech built an MLOps platform managing 14 fraud-detection models in production. Model deployment time: 6 weeks → 3 days; drift detection automated.
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Enterprise AI Governance: From Pilot to Production at Scale
A 32-page governance framework for enterprise AI — model risk management, audit trails, explainability, and the operating model that scales.
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Webinar: From Model Notebook to Production — MLOps Readiness
A practical session on what it takes to get an ML model from notebook to production. Covers monitoring, drift detection, and continuous retraining.
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Health System: MLOps Platform for Clinical Decision Support
A health system built an MLOps platform supporting 14 clinical-decision-support models. Model deployment time: 6 weeks → 3 days; full audit trail for regulatory review.