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01_​Model_​Monitoring_​with_​AutoML_​and_​MLOps

Workflow

Model Monitoring with Integrated Deployment
model managementmodel monitoringmonitormodel governanceMLOpsintegrated deploymentAIOpsModelOpsDataOps
load a simpleML Modelnew training setpast deployment datatraining setextracting past deployment data for new training set( up to 2009-05-31 )deploy ML model(if it was not already)re-deploy ML modelre-trainML modelRight Click > Execute & Open Viewtop: Currently Deployed Modelbottom: Deployment DataRight Click > Execute & Open Viewtop: Currently Deployed Modelmiddle : New Modelbottom : Deployment DataAutoML Concatenate Table Reader Table Reader Date&Time-basedRow Filter KNIME ServerConnector Deploy Workflowto Server Deploy Workflowto Server AutoML Model Monitor View Model MonitorView (Compare) load a simpleML Modelnew training setpast deployment datatraining setextracting past deployment data for new training set( up to 2009-05-31 )deploy ML model(if it was not already)re-deploy ML modelre-trainML modelRight Click > Execute & Open Viewtop: Currently Deployed Modelbottom: Deployment DataRight Click > Execute & Open Viewtop: Currently Deployed Modelmiddle : New Modelbottom : Deployment DataAutoML Concatenate Table Reader Table Reader Date&Time-basedRow Filter KNIME ServerConnector Deploy Workflowto Server Deploy Workflowto Server AutoML Model Monitor View Model MonitorView (Compare)

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Nodes

01_​Model_​Monitoring_​with_​AutoML_​and_​MLOps consists of the following 2467 nodes(s):

Plugins

01_​Model_​Monitoring_​with_​AutoML_​and_​MLOps contains nodes provided by the following 19 plugin(s):