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01_​Model_​Monitoring_​with_​Integrated_​Deployment

Workflow

Model Monitoring with Integrated Deployment

This an example showing how you can monitor a deployed model using Integrated Deployment and Guided Analytics.

model managementmodel monitoringmonitormodel governanceMLOpsintegrated deployment
execute up-streambefore configurationreserve some newdata for testingretrain modelretrain?deploy?newoldAutoML Partitioning Concatenate AutoML CASE SwitchVariable (Start) CASE SwitchVariable (Start) Workflow Writer Table Reader Table Reader Monitor Model Monitor Model execute up-streambefore configurationreserve some newdata for testingretrain modelretrain?deploy?newoldAutoML Partitioning Concatenate AutoML CASE SwitchVariable (Start) CASE SwitchVariable (Start) Workflow Writer Table Reader Table Reader Monitor Model Monitor Model

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Resources

Nodes

01_​Model_​Monitoring_​with_​Integrated_​Deployment consists of the following 2423 nodes(s):

Plugins

01_​Model_​Monitoring_​with_​Integrated_​Deployment contains nodes provided by the following 17 plugin(s):