├── .gitignore ├── LICENSE ├── azure-ml-svc-prep-train-py ├── 00-Setup.ipynb ├── 01-Fashion-MNIST-Local.ipynb ├── 02-Fashion-MNIST-LogToAzure.ipynb ├── 03-Fashion-MNIST-AzureMLCompute.ipynb └── train │ └── train_Fashion_MNIST.py └── deploy-r-models ├── R ├── 00-train-model.R ├── 01-plumber-debug.R ├── 02a-mmls-deploy.R ├── 02b-deploy-aci.sh ├── DeployRModels.Rproj ├── Dockerfile └── plumber-api.R ├── SQL └── SqlServerMachineLearningServices.ipynb ├── TestDeployedRModels ├── TestDeployedRModels.sln └── TestDeployedRModels │ ├── Config │ ├── CarSvcContainerInstance.cs │ └── MachineLearningServer.cs │ ├── Program.cs │ ├── Properties │ └── AssemblyInfo.cs │ ├── TestDeployedRModels.csproj │ ├── app.config │ ├── carsService │ ├── CarsService.cs │ ├── CarsServiceExtensions.cs │ ├── ICarsService.cs │ └── Models │ │ ├── AccessTokenResponse.cs │ │ ├── BatchWebServiceResult.cs │ │ ├── Error.cs │ │ ├── ErrorException.cs │ │ ├── InputParameters.cs │ │ ├── LoginRequest.cs │ │ ├── OutputParameters.cs │ │ ├── RenewTokenRequest.cs │ │ ├── StartBatchExecutionResponse.cs │ │ └── WebServiceResult.cs │ └── packages.config ├── deploy-mmls.sh └── setup └── install-mmls-ubuntu.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SaschaDittmann/machine-learning-in-practice/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SaschaDittmann/machine-learning-in-practice/HEAD/LICENSE -------------------------------------------------------------------------------- /azure-ml-svc-prep-train-py/00-Setup.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SaschaDittmann/machine-learning-in-practice/HEAD/azure-ml-svc-prep-train-py/00-Setup.ipynb 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