├── 00-env-setup ├── main.tf ├── variables.tf └── versions.tf ├── 01-datasets ├── customer_churn_score_data.csv └── customer_churn_train_data.csv ├── 02-scripts ├── airflow │ └── pipeline.py ├── bash │ ├── build-container-image.sh │ └── mnbs-exec-post-startup.sh ├── cloud-functions │ ├── function-source.zip │ ├── main.py │ └── requirements.txt └── pyspark │ ├── batch_scoring.py │ ├── common_utils.py │ ├── hyperparameter_tuning.py │ ├── model_training.py │ └── preprocessing.py ├── 03-notebooks ├── pyspark │ ├── Dataproc-Spark-Servereless-Batch-PythonSDK-Sample.ipynb │ ├── batch_scoring.ipynb │ ├── chicago-crimes-analytics.ipynb │ ├── hyperparameter_tuning.ipynb │ ├── model_training.ipynb │ ├── preprocessing.ipynb │ └── vertex_scoring_preprocessor.ipynb └── vai-pipelines │ └── customer_churn_training_pipeline.ipynb ├── 04-templates ├── batch_scoring.ipynb ├── customer_churn_training_pipeline.ipynb ├── customer_churn_vai_pipeline_template.json ├── hyperparameter_tuning.ipynb ├── mnbs-exec-post-startup.sh ├── model_training.ipynb ├── preprocessing.ipynb └── umnbs-exec-post-startup.sh ├── 05-lab-guide ├── Module-01-Environment-Provisioning.md ├── Module-02-Spark-IDE-on-GCP.md ├── Module-03-Author-ML-Experiments-With-Spark-Notebooks.md ├── Module-04-Author-ML-PySpark-Scripts.md ├── Module-05-Author-Vertex-AI-Pipeline.md ├── Module-06-Author-CloudFunction-For-Vertex-AI-Pipeline.md ├── Module-07-Schedule-VertexAI-Pipeline.md ├── Module-08-Orchestrate-Batch-Scoring.md └── Services-Created.md ├── 06-images ├── .DS_Store ├── landing-page-01.png ├── landing-page-02.png ├── landing-page-03.png ├── landing-page-04.png ├── module-1-bq-01.png ├── module-1-bq-02.png ├── module-1-cloud-function-01.png ├── module-1-cloud-function-02.png ├── module-1-cloud-function-03.png ├── module-1-cloud-function-04.png ├── module-1-cloud-function-05.png ├── module-1-cloud-function-06.png ├── module-1-cloud-scheduler-01.png ├── module-1-cloud-scheduler-02.png ├── 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module-1-pipeline-json-02.png ├── module-1-pipeline-json-03.png ├── module-1-pipeline-json-04.png ├── module-1-storage-01.png ├── module-1-storage-02.png ├── module-1-vai-wb-01.png ├── module-1-vai-wb-mnb-01.png ├── module-1-vai-wb-mnbs-02.png ├── module-1-vai-wb-umnb-01.png ├── module-1-vai-wb-umnb-02.png ├── module-1-vai-wb-umnb-03.png ├── module-2-01.png ├── module-2-02.png ├── module-2-03.png ├── module-2-04.png ├── module-2-05.png ├── module-2-06.png ├── module-2-07.png ├── module-2-08.png ├── module-2-09.png ├── module-2-10.png ├── module-2-11.png ├── module-2-12.png ├── module-2-13.png ├── module-2-14.png ├── module-2-15.png ├── module-2-16.png ├── module-2-17.png ├── module-2-18.png ├── module-2-19.png ├── module-2-summary-01.png ├── module-2-summary-02.png ├── module-2-summary-03.png ├── module-2-summary-04.png ├── module-3-01.png ├── module-3-02.png ├── module-3-03.png ├── module-3-04.png ├── module-3-05.png ├── module-3-06.png ├── module-3-07.png ├── module-3-08.png ├── 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