├── .gitattributes ├── README.md ├── lab-0 └── README.md ├── lab-1 ├── README.md ├── databricks │ └── README.md ├── pycharm │ └── README.md └── visual-studio │ └── README.md ├── lab-2 ├── README.md ├── databricks │ └── README.md ├── pycharm │ └── README.md └── visual-studio │ └── README.md ├── lab-3 ├── README.md ├── databricks │ └── README.md ├── pycharm │ └── README.md └── visual-studio │ └── README.md ├── lab-4 ├── README.md ├── databricks │ └── README.md ├── pycharm │ └── README.md └── visual-studio │ └── README.md ├── lab-5 ├── README.md ├── databricks │ └── README.md ├── pycharm │ └── README.md └── visual-studio │ └── README.md ├── lab-6 ├── README.md ├── databricks │ └── README.md ├── pycharm │ ├── README.md │ └── images │ │ ├── 01.png │ │ ├── 02.png │ │ ├── 03.png │ │ ├── 04.png │ │ └── 05.png └── visual-studio │ ├── README.md │ └── images │ ├── 01.png │ ├── 02.png │ ├── 03.png │ ├── 04.png │ └── 05.png └── starter-artifacts ├── databricks └── Azure ML Labs.dbc ├── pycharm └── azure-ml-labs │ ├── .idea │ ├── azure-ml-labs.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml │ ├── 01-model-training │ ├── 01-model-training.py │ ├── data │ │ ├── UsedCars_Affordability.csv │ │ └── UsedCars_Clean.csv │ └── training │ │ ├── .amlignore │ │ ├── aml_config │ │ ├── conda_dependencies.yml │ │ ├── docker.runconfig │ │ ├── local.runconfig │ │ └── project.json │ │ └── train.py │ ├── 02-model-management │ ├── 02_model_management.py │ ├── data │ │ └── UsedCars_Affordability.csv │ └── training │ │ ├── .amlignore │ │ ├── aml_config │ │ ├── conda_dependencies.yml │ │ ├── docker.runconfig │ │ ├── local.runconfig │ │ └── project.json │ │ └── train.py │ ├── 03-model-deployment-score.py │ ├── 03-model-deployment │ ├── 03_model_deployment.py │ └── data │ │ └── UsedCars_Affordability.csv │ ├── 04-automl │ ├── 04_automl.py │ ├── data │ │ └── UsedCars_Affordability.csv │ └── outputs │ │ └── aml_config │ │ ├── conda_dependencies.yml │ │ └── local.runconfig │ ├── 05-deep-learning │ └── 05_deep_learning.py │ ├── 06-deploy-to-iot-edge │ └── 06_deploy_to_iot_edge.py │ ├── iot_score.py │ ├── model.pkl │ └── myenv.yml └── visual-studio ├── .vs └── azure-ml-labs │ └── v15 │ └── .suo ├── 01-model-training ├── 01-model-training.pyproj ├── 01-model-training.pyproj.user ├── _01_model_training.py ├── data │ ├── UsedCars_Affordability.csv │ └── UsedCars_Clean.csv └── training │ ├── .amlignore │ ├── aml_config │ ├── conda_dependencies.yml │ ├── docker.runconfig │ ├── local.runconfig │ └── project.json │ └── train.py ├── 02-model-management ├── 02-model-management.pyproj ├── _02_model_management.py ├── data │ └── UsedCars_Affordability.csv ├── outputs │ ├── Experiment-01.pkl │ ├── Experiment-02-01.pkl │ ├── Experiment-02-02.pkl │ ├── Experiment-02-03.pkl │ ├── Experiment-02.pkl │ └── Experiment-03.pkl └── training │ ├── .amlignore │ ├── aml_config │ ├── conda_dependencies.yml │ ├── docker.runconfig │ ├── local.runconfig │ └── project.json │ └── train.py ├── 03-model-deployment ├── 03-model-deployment.pyproj ├── 03-model-deployment.pyproj.user ├── _03_model_deployment.py ├── azureml-models │ └── usedcarsmodel │ │ ├── 21 │ │ └── outputs │ │ │ ├── scaler.pkl │ │ │ └── usedcarsmodel.pkl │ │ └── 28 │ │ ├── outputs │ │ ├── scaler.pkl │ │ └── usedcarsmodel.pkl │ │ └── usedcarsmodel.tar.gz ├── data │ └── UsedCars_Affordability.csv ├── mydeployenv.yml ├── outputs │ ├── scaler.pkl │ └── usedcarsmodel.pkl └── score.py ├── 04-automl ├── 04-automl.pyproj ├── 04-automl.pyproj.user ├── _04_automl.py ├── automl.log ├── automl.log.1 ├── data │ └── UsedCars_Affordability.csv ├── model.pkl └── outputs │ └── aml_config │ ├── conda_dependencies.yml │ └── local.runconfig ├── 05-deep-learning ├── 05-deep-learning.pyproj └── _05_deep_learning.py ├── 06-deploy-to-iot-edge ├── 06-deploy-to-iot-edge.pyproj ├── _06_deploy_to_iot_edge.py ├── iot_score.py ├── model.pkl └── myenv.yml └── azure-ml-labs.sln /.gitattributes: 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