├── .github ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE.md └── PULL_REQUEST_TEMPLATE.md ├── .vscode └── settings.json ├── Instructions ├── 02-Explore-Azure-Machine-Learning.md ├── 02-Explore-developer-tools.md ├── 03-Make-data-available.md ├── 04-Work-with-compute.md ├── 04-Work-with-environments.md ├── 05-Designer-train-model.md ├── 06-AutoML-classification-model.md ├── 07-Notebooks-mlflow-tracking.md ├── 08-Script-command-job.md ├── 08-Script-mlflow-tracking.md ├── 09-Hyperparameter-tuning.md ├── 09-Run-pipelines.md ├── 10-Compare-models.md ├── 10-Log-mlflow-models.md ├── 11-Deploy-batch-endpoint.md ├── 11-Deploy-online-endpoint.md └── images │ ├── 03-01-01-setup.png │ ├── 04-01-completed-pipeline.png │ └── 04-02-submitted-jobs.png ├── LICENSE ├── Labs ├── 10 │ ├── Create Responsible AI dashboard.ipynb │ ├── Log models with MLflow.ipynb │ ├── model │ │ ├── MLmodel │ │ ├── conda.yaml │ │ ├── model.pkl │ │ ├── python_env.yaml │ │ └── requirements.txt │ ├── setup.sh │ ├── setup1.sh │ ├── src │ │ └── diabetes.csv │ ├── test-data │ │ ├── MLTable │ │ └── diabetes-test.csv │ └── train-data │ │ ├── MLTable │ │ └── diabetes.csv ├── 11 │ ├── Deploy to batch endpoint.ipynb │ ├── Deploy to online endpoint.ipynb │ ├── data │ │ ├── patient-data-0.csv │ │ ├── patient-data-1.csv │ │ ├── patient-data-2.csv │ │ └── patient-data-3.csv │ ├── model │ │ ├── MLmodel │ │ ├── conda.yaml │ │ ├── model.pkl │ │ ├── python_env.yaml │ │ └── requirements.txt │ ├── sample-data.json │ ├── setup.sh │ └── setup1.sh ├── 02 │ ├── Run training script.ipynb │ ├── diabetes-data.zip │ └── src │ │ └── diabetes.csv ├── 03 │ ├── Work with data.ipynb │ ├── data │ │ ├── MLTable │ │ └── diabetes.csv │ └── setup.sh ├── 04 │ ├── Work with compute.ipynb │ ├── Work with environments.ipynb │ ├── images │ │ └── screenshot-logs.png │ ├── setup.sh │ └── src │ │ └── diabetes.csv ├── 05 │ ├── data │ │ └── diabetes.csv │ ├── fix-missing-data.yml │ ├── normalize-data.yml │ ├── setup.sh │ ├── setup1.sh │ ├── src │ │ ├── fix-missing-data.py │ │ ├── normalize-data.py │ │ ├── train-decision-tree.py │ │ └── train-logistic-regression.py │ ├── train-decision-tree.yml │ └── train-logistic-regression.yml ├── 06 │ ├── Classification with Automated Machine Learning.ipynb │ ├── diabetes-data │ │ ├── MLTable │ │ └── diabetes.csv │ ├── orange-juice-data │ │ ├── MLTable │ │ └── orange-juice-data.csv │ ├── setup.sh │ └── setup1.sh ├── 07 │ ├── Track model training with MLflow.ipynb │ ├── data │ │ └── diabetes.csv │ ├── images │ │ └── output-logs.png │ ├── setup.sh │ └── setup1.sh ├── 08 │ ├── Run script as a command job.ipynb │ ├── Use MLflow to track jobs.ipynb │ ├── setup.sh │ ├── setup1.sh │ └── src │ │ ├── Train classification model.ipynb │ │ ├── diabetes.csv │ │ └── train-model-parameters.py └── 09 │ ├── Hyperparameter tuning.ipynb │ ├── Run a pipeline job.ipynb │ ├── data │ └── diabetes.csv │ ├── setup.sh │ └── setup1.sh ├── Policies ├── DP-100 Base + LP11.json ├── DP-100 Base.json └── Required Resource Providers.md ├── _build.yml ├── _config.yml ├── index.md ├── readme.md └── typings └── __builtins__.pyi /.github/CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/.github/CONTRIBUTING.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/.github/ISSUE_TEMPLATE.md -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/.github/PULL_REQUEST_TEMPLATE.md -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /Instructions/02-Explore-Azure-Machine-Learning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/02-Explore-Azure-Machine-Learning.md -------------------------------------------------------------------------------- /Instructions/02-Explore-developer-tools.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/02-Explore-developer-tools.md -------------------------------------------------------------------------------- /Instructions/03-Make-data-available.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/03-Make-data-available.md -------------------------------------------------------------------------------- /Instructions/04-Work-with-compute.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/04-Work-with-compute.md -------------------------------------------------------------------------------- /Instructions/04-Work-with-environments.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/04-Work-with-environments.md -------------------------------------------------------------------------------- /Instructions/05-Designer-train-model.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/05-Designer-train-model.md -------------------------------------------------------------------------------- /Instructions/06-AutoML-classification-model.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/06-AutoML-classification-model.md -------------------------------------------------------------------------------- /Instructions/07-Notebooks-mlflow-tracking.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/07-Notebooks-mlflow-tracking.md -------------------------------------------------------------------------------- /Instructions/08-Script-command-job.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/08-Script-command-job.md -------------------------------------------------------------------------------- /Instructions/08-Script-mlflow-tracking.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/08-Script-mlflow-tracking.md -------------------------------------------------------------------------------- /Instructions/09-Hyperparameter-tuning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/09-Hyperparameter-tuning.md -------------------------------------------------------------------------------- /Instructions/09-Run-pipelines.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/09-Run-pipelines.md -------------------------------------------------------------------------------- /Instructions/10-Compare-models.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/10-Compare-models.md -------------------------------------------------------------------------------- /Instructions/10-Log-mlflow-models.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/10-Log-mlflow-models.md -------------------------------------------------------------------------------- /Instructions/11-Deploy-batch-endpoint.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/11-Deploy-batch-endpoint.md -------------------------------------------------------------------------------- /Instructions/11-Deploy-online-endpoint.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/11-Deploy-online-endpoint.md -------------------------------------------------------------------------------- /Instructions/images/03-01-01-setup.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/images/03-01-01-setup.png -------------------------------------------------------------------------------- /Instructions/images/04-01-completed-pipeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/images/04-01-completed-pipeline.png -------------------------------------------------------------------------------- /Instructions/images/04-02-submitted-jobs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Instructions/images/04-02-submitted-jobs.png -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/LICENSE -------------------------------------------------------------------------------- /Labs/02/Run training script.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/02/Run training script.ipynb -------------------------------------------------------------------------------- /Labs/02/diabetes-data.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/02/diabetes-data.zip -------------------------------------------------------------------------------- /Labs/02/src/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/02/src/diabetes.csv -------------------------------------------------------------------------------- /Labs/03/Work with data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/03/Work with data.ipynb -------------------------------------------------------------------------------- /Labs/03/data/MLTable: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/03/data/MLTable -------------------------------------------------------------------------------- /Labs/03/data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/03/data/diabetes.csv -------------------------------------------------------------------------------- /Labs/03/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/03/setup.sh -------------------------------------------------------------------------------- /Labs/04/Work with compute.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/04/Work with compute.ipynb -------------------------------------------------------------------------------- /Labs/04/Work with environments.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/04/Work with environments.ipynb -------------------------------------------------------------------------------- /Labs/04/images/screenshot-logs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/04/images/screenshot-logs.png -------------------------------------------------------------------------------- /Labs/04/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/04/setup.sh -------------------------------------------------------------------------------- /Labs/04/src/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/04/src/diabetes.csv -------------------------------------------------------------------------------- /Labs/05/data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/data/diabetes.csv -------------------------------------------------------------------------------- /Labs/05/fix-missing-data.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/fix-missing-data.yml -------------------------------------------------------------------------------- /Labs/05/normalize-data.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/normalize-data.yml -------------------------------------------------------------------------------- /Labs/05/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/setup.sh -------------------------------------------------------------------------------- /Labs/05/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/setup1.sh -------------------------------------------------------------------------------- /Labs/05/src/fix-missing-data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/src/fix-missing-data.py -------------------------------------------------------------------------------- /Labs/05/src/normalize-data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/src/normalize-data.py -------------------------------------------------------------------------------- /Labs/05/src/train-decision-tree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/src/train-decision-tree.py -------------------------------------------------------------------------------- /Labs/05/src/train-logistic-regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/src/train-logistic-regression.py -------------------------------------------------------------------------------- /Labs/05/train-decision-tree.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/train-decision-tree.yml -------------------------------------------------------------------------------- /Labs/05/train-logistic-regression.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/05/train-logistic-regression.yml -------------------------------------------------------------------------------- /Labs/06/Classification with Automated Machine Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/Classification with Automated Machine Learning.ipynb -------------------------------------------------------------------------------- /Labs/06/diabetes-data/MLTable: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/diabetes-data/MLTable -------------------------------------------------------------------------------- /Labs/06/diabetes-data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/diabetes-data/diabetes.csv -------------------------------------------------------------------------------- /Labs/06/orange-juice-data/MLTable: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/orange-juice-data/MLTable -------------------------------------------------------------------------------- /Labs/06/orange-juice-data/orange-juice-data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/orange-juice-data/orange-juice-data.csv -------------------------------------------------------------------------------- /Labs/06/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/setup.sh -------------------------------------------------------------------------------- /Labs/06/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/06/setup1.sh -------------------------------------------------------------------------------- /Labs/07/Track model training with MLflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/07/Track model training with MLflow.ipynb -------------------------------------------------------------------------------- /Labs/07/data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/07/data/diabetes.csv -------------------------------------------------------------------------------- /Labs/07/images/output-logs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/07/images/output-logs.png -------------------------------------------------------------------------------- /Labs/07/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/07/setup.sh -------------------------------------------------------------------------------- /Labs/07/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/07/setup1.sh -------------------------------------------------------------------------------- /Labs/08/Run script as a command job.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/Run script as a command job.ipynb -------------------------------------------------------------------------------- /Labs/08/Use MLflow to track jobs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/Use MLflow to track jobs.ipynb -------------------------------------------------------------------------------- /Labs/08/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/setup.sh -------------------------------------------------------------------------------- /Labs/08/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/setup1.sh -------------------------------------------------------------------------------- /Labs/08/src/Train classification model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/src/Train classification model.ipynb -------------------------------------------------------------------------------- /Labs/08/src/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/src/diabetes.csv -------------------------------------------------------------------------------- /Labs/08/src/train-model-parameters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/08/src/train-model-parameters.py -------------------------------------------------------------------------------- /Labs/09/Hyperparameter tuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/09/Hyperparameter tuning.ipynb -------------------------------------------------------------------------------- /Labs/09/Run a pipeline job.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/09/Run a pipeline job.ipynb -------------------------------------------------------------------------------- /Labs/09/data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/09/data/diabetes.csv -------------------------------------------------------------------------------- /Labs/09/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/09/setup.sh -------------------------------------------------------------------------------- /Labs/09/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/09/setup1.sh -------------------------------------------------------------------------------- /Labs/10/Create Responsible AI dashboard.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/Create Responsible AI dashboard.ipynb -------------------------------------------------------------------------------- /Labs/10/Log models with MLflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/Log models with MLflow.ipynb -------------------------------------------------------------------------------- /Labs/10/model/MLmodel: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/model/MLmodel -------------------------------------------------------------------------------- /Labs/10/model/conda.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/model/conda.yaml -------------------------------------------------------------------------------- /Labs/10/model/model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/model/model.pkl -------------------------------------------------------------------------------- /Labs/10/model/python_env.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/model/python_env.yaml -------------------------------------------------------------------------------- /Labs/10/model/requirements.txt: -------------------------------------------------------------------------------- 1 | mlflow 2 | cloudpickle==2.2.0 3 | psutil==5.8.0 4 | scikit-learn==0.24.1 -------------------------------------------------------------------------------- /Labs/10/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/setup.sh -------------------------------------------------------------------------------- /Labs/10/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/setup1.sh -------------------------------------------------------------------------------- /Labs/10/src/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/src/diabetes.csv -------------------------------------------------------------------------------- /Labs/10/test-data/MLTable: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/test-data/MLTable -------------------------------------------------------------------------------- /Labs/10/test-data/diabetes-test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/test-data/diabetes-test.csv -------------------------------------------------------------------------------- /Labs/10/train-data/MLTable: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/train-data/MLTable -------------------------------------------------------------------------------- /Labs/10/train-data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/10/train-data/diabetes.csv -------------------------------------------------------------------------------- /Labs/11/Deploy to batch endpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/Deploy to batch endpoint.ipynb -------------------------------------------------------------------------------- /Labs/11/Deploy to online endpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/Deploy to online endpoint.ipynb -------------------------------------------------------------------------------- /Labs/11/data/patient-data-0.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/data/patient-data-0.csv -------------------------------------------------------------------------------- /Labs/11/data/patient-data-1.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/data/patient-data-1.csv -------------------------------------------------------------------------------- /Labs/11/data/patient-data-2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/data/patient-data-2.csv -------------------------------------------------------------------------------- /Labs/11/data/patient-data-3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/data/patient-data-3.csv -------------------------------------------------------------------------------- /Labs/11/model/MLmodel: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/model/MLmodel -------------------------------------------------------------------------------- /Labs/11/model/conda.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/model/conda.yaml -------------------------------------------------------------------------------- /Labs/11/model/model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/model/model.pkl -------------------------------------------------------------------------------- /Labs/11/model/python_env.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/model/python_env.yaml -------------------------------------------------------------------------------- /Labs/11/model/requirements.txt: -------------------------------------------------------------------------------- 1 | mlflow 2 | cloudpickle==2.2.1 3 | psutil==5.9.5 4 | scikit-learn==1.3.0 -------------------------------------------------------------------------------- /Labs/11/sample-data.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/sample-data.json -------------------------------------------------------------------------------- /Labs/11/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/setup.sh -------------------------------------------------------------------------------- /Labs/11/setup1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Labs/11/setup1.sh -------------------------------------------------------------------------------- /Policies/DP-100 Base + LP11.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Policies/DP-100 Base + LP11.json -------------------------------------------------------------------------------- /Policies/DP-100 Base.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Policies/DP-100 Base.json -------------------------------------------------------------------------------- /Policies/Required Resource Providers.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/Policies/Required Resource Providers.md -------------------------------------------------------------------------------- /_build.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/_build.yml -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/_config.yml -------------------------------------------------------------------------------- /index.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/index.md -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftLearning/mslearn-azure-ml/HEAD/readme.md -------------------------------------------------------------------------------- /typings/__builtins__.pyi: -------------------------------------------------------------------------------- 1 | 2 | from databricks.sdk.runtime import * 3 | --------------------------------------------------------------------------------