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amazon-sagemaker-model-monitor

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aws-samples / amazon-sagemaker-xgboost-regression-model-monitor-and-alerting

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How to train, deploy and monitor a XGBoost regression model in Amazon SageMaker and alert using AWS Lambda and Amazon SNS. SageMaker's Model Monitor will be used to monitor data quality drift using the Data Quality Monitor and regression metrics like MAE, MSE, RMSE and R2 using the Model Quality Monitor.

aws machine-learning jupyter-notebook python3 amazon-sagemaker xgboost-regression california-housing-price-prediction amazon-sagemaker-model-monitor
  • Updated May 21, 2021
  • Jupyter Notebook

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