├── README.md ├── Tutorial - 1 Sagemaker SKLearn Custom Script Mode ├── Data │ └── mob_price_classification_train.csv ├── README.md ├── Tutorial - 1 Sagemaker SKlearn Custom Script.ipynb └── yt_thumb.jpg ├── Tutorial - 2 Create Rest API for Sagemaker Endpoint ├── README.md ├── Tutorial - 2 Create Rest API.ipynb └── yt_thumb_2.jpg ├── Tutorial - 3 Sagemaker Build Custom Algorithm ├── Algo_Container │ ├── Decision_Tree │ │ ├── nginx.conf │ │ ├── predictor.py │ │ ├── serve │ │ ├── train │ │ └── wsgi.py │ └── Dockerfile ├── README.md ├── bring_own_algo.ipynb ├── iris.csv └── yt_thumb.jpg └── Tutorial - 4 Serverless SKlearn Inference ├── ML-Inference-App ├── API │ ├── Lambda_Functions │ │ ├── inference_lambda_handler.py │ │ └── model-inference-1.0.joblib │ └── requirements.txt └── template.yaml ├── README.md ├── train.py └── yt_thumbnail.jpg /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Spidy20/Sagemaker-Tutorials/HEAD/README.md -------------------------------------------------------------------------------- /Tutorial - 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