microsoft/databricks-mlops-workshop ? reverse-engineered prompt
Reverse engineered prompt
Build me the Databricks MLOps workshop project for a fraud detection use case.
I want a hands on setup that takes the Kaggle transactions fraud dataset, loads it into a landing area, then runs the full medallion flow from bronze to silver to gold. From there, create the feature engineering and training pieces for a binary fraud model, track experiments with MLflow, register the best model in Unity Catalog, and include batch inference, model serving, and monitoring.
Please make it work as a workshop style repo with the Databricks bundle config and the workflow definitions already wired up so someone can deploy it and run the pipeline in a dev workspace. Keep it focused on the end to end MLOps learning experience, not fancy modeling. If you need to check current Databricks docs or bundle syntax, look it up online.
Are you gonna build this?
make sure you review the code using coderabbit