Getting started with Amazon SageMaker
Lab 01: Setting up a Notebook instance
Lab 02: Feature engineering with XGBoost
Lab 03: Regression with Amazon SageMaker built-in algorithm XGBoost
Lab 04: Hyperparameter tuning with Amazon SageMaker
Advanced topics
Lab 05: Bring your own custom model with Amazon SageMaker
Lab 06: Debugging XGBoost Training Jobs with Amazon SageMaker Debugger
Lab 07: SageMaker Model Monitor - visualizing monitoring results
Lab 08: Autoscaling Amazon SageMaker endpoints