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Azure Machine Learning

service · part of Microsoft

Cloud-based tool for automating ML workflow stages: training, deployment, monitoring. Enables automatic retraining based on data changes or performance metrics. Integrates with Azure Monitor for alerts. Provides data labeling, automated ML, and pipelines. Integrates with Azure DevOps for CI/CD workflows.

Automatically detects model drift (changes in data distributions) and retrains the model using the latest dataset without manual intervention, ensuring the model remains effective for tasks like fraud detection.

Also known as: Azure Machine Learning, Machine Learning

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