├── .vscode └── settings.json ├── Readme.md ├── aml_config ├── conda_dependencies.yml ├── config.json └── security_config.json ├── aml_service ├── 00-WorkSpace.py ├── 01-Experiment.py ├── 02-AttachTrainingVM.py ├── 10-TrainOnLocal.py ├── 11-TrainOnLocalEnv.py ├── 12-TrainOnVM.py ├── 15-EvaluateModel.py ├── 20-RegisterModel.py ├── 30-CreateScoringImage.py ├── 50-deployOnAci.py ├── 51-deployOnAks.py ├── 60-AciWebserviceTest.py ├── 61-AksWebserviceTest.py └── helper │ └── azcli.py ├── code ├── scoring │ ├── conda_dependencies.yml │ └── score.py ├── testing │ └── data_test.py └── training │ └── train.py ├── data ├── diabetes.csv ├── diabetes_bad_dist.csv ├── diabetes_bad_schema.csv └── diabetes_missing_values.csv ├── docs ├── code_description.md └── images │ ├── EditPipeline1.png │ ├── EditPipeline2.png │ ├── EditPipeline3.png │ ├── EditPipeline4.png │ ├── EditPipeline5.png │ ├── EditPipeline6.png │ ├── EditPipeline7.png │ └── EditPipeline8.png ├── environment_setup ├── 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