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Oracle Machine Learning Monitoring

Oracle Machine Learning UI provides you with the options to monitor your data and machine learning models. The Data Monitoring functionality allows you evaluate how your data evolves over time, and provides an early warning about data drift. The Model Monitoring functionality helps you to monitor the quality of model predictions over time.

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Data Monitoring

Use the data monitoring functionality of Oracle Machine Learning UI to create data monitors to monitor how your data evolves over time, and detect data drift.

Model Monitoring

Use the Model Monitoring functionality to monitor the quality of model predictions over time. It helps you with insights on the causes of model quality issues.

Monitor Data using OML Services REST API

Use OML Services REST API to monitor your data and evaluate how your data evolves over time. It helps you with insights on trends and multivariate dependencies in the data. It also gives you an early warning about data drift.

Monitor Models using OML Services REST API

Use OML Services REST API to monitor the quality of model predictions over time, and to gain insights on the underlying causes.