├── .gitignore ├── Knowledge-check-answers.md ├── LICENSE ├── README.md ├── Updates-and-additions.md ├── auxiliary ├── book-graphs.ipynb ├── figures │ └── Figure_8_14_Updated_2022_05_04.png └── images │ ├── Clone_Code_In_Terminal.png │ └── Pull_Newer_Version.png ├── chapter02 ├── README.md ├── chapter02.azcli ├── custom_role.json └── custom_role_2.json ├── chapter07 ├── .amlignore ├── .gitignore ├── README.md └── chapter07.ipynb ├── chapter08 ├── .amlignore ├── .gitignore ├── README.md ├── chapter08.ipynb ├── diabetes-training │ ├── .amlignore │ ├── .gitignore │ └── training.py ├── greeter-banner-job.yml ├── greeter-banner-job │ ├── .amlignore │ └── greeter.py └── greeter-job │ ├── .amlignore │ └── greeter.py ├── chapter09 ├── .amlignore ├── README.md ├── chapter09.ipynb ├── diabetes-training │ ├── .amlignore │ ├── .gitignore │ └── training.py └── termination-policy-training │ ├── .amlignore │ └── training.py ├── chapter10 ├── .amlignore ├── README.md └── chapter10.ipynb ├── chapter11 ├── .amlignore ├── .gitignore ├── README.md ├── chapter11.ipynb ├── step01 │ ├── .amlignore │ ├── prepare_data.py │ └── prepare_data_runs_local.py └── step02 │ ├── .amlignore │ ├── train_model.py │ └── train_model_and_register.py ├── chapter12 ├── .amlignore ├── README.md ├── chapter12.ipynb ├── pipeline_step │ ├── .amlignore │ ├── file_batch.py │ └── tabular_batch.py └── script │ ├── .amlignore │ ├── score.py │ └── score_v2.py └── datasets ├── churn ├── README.md ├── churn-dataset.parquet └── churn-test-cases.csv ├── survey ├── README.md ├── survey_baseline.parquet └── survey_inferences.parquet └── weather ├── README.md ├── weather-data-drift-base.parquet └── weather-data-drift-target.parquet /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Azure-Data-Scientist-Associate-Certification-Guide/HEAD/.gitignore -------------------------------------------------------------------------------- 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