├── Chapter-03 ├── churn-analysis.py └── data │ └── churn.csv ├── Chapter-04 ├── mlflow-with-featurestore.py └── mlflow-without-featurestore.py ├── Chapter-06 └── model-registry-and-webhooks.py ├── Chapter-07 ├── batch-and-streaming.py ├── custom-model.py ├── custom-python-libraries.py ├── real-time-additional.py └── real-time.py ├── Chapter-08 ├── automated-testing.py ├── mlflow-util.py └── scheduling-workflow-for-model-retraining.py ├── Chapter-09 ├── config │ └── setup.py ├── data │ └── datagen.py ├── model-drift.py └── util │ ├── monitoring.py │ └── training.py ├── LICENSE └── README.md /Chapter-03/churn-analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Practical-Machine-Learning-on-Databricks/HEAD/Chapter-03/churn-analysis.py -------------------------------------------------------------------------------- /Chapter-03/data/churn.csv: 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