MLOps
Machine Learning and Analytics on Azure
Data Factory feeds a staging area; Azure Machine Learning trains, registers and serves models; Power BI and apps use the results.
From the AI and machine-learning service in NGT's Azure offering: enterprise and third-party data flow through Data Factory into a staging area, Azure Machine Learning trains and registers models, batch scores feed analytics and Power BI, and managed online endpoints answer applications in real time.
Point at a component to light its links; select it for what it does here and the practice that makes it right on Azure.
When to use it
- Predictions such as anomaly or fraud detection on Azure data
- Models that must be versioned, approved and monitored
- Teams that already report in Power BI
How NGT delivers it
Built from code, reviewed at a gate by an NGT architect, and handed over with runbooks your team can run.
MLOps
