├── .dockerignore ├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── azure-pipelines.yml ├── deploy ├── Dockerfile ├── azuredeploy.json ├── azuredeploy.parameters.json ├── databricks │ ├── config │ │ ├── cluster.config.json │ │ ├── job.ingestdata.config.json │ │ ├── job.refitmodel.config.json │ │ ├── job.scoremodel.config.json │ │ ├── run.mountstorage.config.json │ │ ├── run.setuptables.config.json │ │ └── run.trainmodel.config.json │ ├── configure_databricks.sh │ └── create_secrets.sh └── deploy.sh ├── images ├── access_dashboard.PNG ├── architecture.PNG └── dashboard.PNG ├── notebooks ├── dashboards │ └── 07_user_dashboard.dbc └── notebooks │ ├── 00_demo_hello_spark.py │ ├── 01_demo_mount_blobstorage.py │ ├── 01_mount_blobstorage.py │ ├── 02_setup_tables.sql │ ├── 03_ingest_data.scala │ ├── 04_train_rec_model.py │ ├── 05_score_rec_model.scala │ └── 06_refit_rec_model.scala ├── references └── Spark and Databricks.pdf ├── requirements.txt ├── src ├── EventHubGenerator │ ├── 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