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knowledge_base: add ml_experiments_and_monitoring example - #187
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andresgarciaf wants to merge 3 commits into
Open
andresgarciaf wants to merge 3 commits into
andresgarciaf wants to merge 3 commits into
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Adds an MLflow experiment, a Unity Catalog registered model with EXECUTE grants for a consumers group, a serverless training job that sets the "champion" alias and writes an inference table, a deploy-time job run, and a Lakehouse Monitoring quality monitor with a daily refresh schedule and failure notifications. Co-authored-by: Isaac <no-reply@databricks.com> Co-authored-by: omnigent <noreply@omnigent.ai>
…ceholder Auth now comes from the CLI profile. README step 1 only sets the bundle variables. Co-authored-by: Isaac <no-reply@databricks.com> Co-authored-by: omnigent <noreply@omnigent.ai>
Move the serverless job environment from version 4 to version 6, the newest GA version. Co-authored-by: Isaac <no-reply@databricks.com> Co-authored-by: omnigent <noreply@omnigent.ai>
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Summary
EXECUTEgrants for a consumers group.championalias and writes an inference table, run once on deploy viajob_runs.Testing
databricks bundle validatedatabricks bundle deploydatabricks bundle rundatabricks bundle destroyNotes
bundle destroyreports the registered model as deleted but keeps it while model versions exist; the README deletes versions first.