├── .github └── PULL_REQUEST_TEMPLATE.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── imgs ├── CloudWatchA.png ├── CloudWatchB.png ├── CloudWatchC.png ├── MLOps_BuildImage.jpg ├── MLOps_Train_Deploy_TestModel.jpg ├── MLOps_Train_Deploy_TestModel.png ├── cloudformation-launch-stack.png ├── cloudformationStacks.png ├── crisp.png └── eyecatch_sagemaker.png └── lab ├── 00_Warmup ├── 01_BasicModel_Part1_TrainDeployTest.ipynb ├── 02_BasicModel_Part2_HyperparameterOptimization.ipynb ├── 03_BasicModel_Part3_BatchPrediction.ipynb └── 04_BasicModel_Part4_ModelMonitoring.ipynb ├── 01_CreateAlgorithmContainer ├── 01_Creating a Classifier Container.ipynb ├── 02_Testing our local model server.ipynb └── 03_Testing the container using SageMaker Estimator.ipynb ├── 02_TrainYourModel ├── 01_Training our model.ipynb └── 02_Check Progress and Test the endpoint.ipynb └── 03_TestingHacking └── 01_Stress Test.ipynb /.github/PULL_REQUEST_TEMPLATE.md: 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