Posts tagged Amazon SageMaker

Forecasting inflation with AutoML in Amazon SageMaker Autopilot

20 March 2025
AutoML
Time Series Forecasting
Amazon SageMaker
Machine Learning
Architecture diagram showing inflation forecasting with Amazon SageMaker Autopilot using data from FRED MD stored in Amazon S3

Automated Machine Learning (AutoML) frameworks address the expertise- and time-intensive nature of the traditional ML model development workflow. By automating the end-to-end process of building, training and tuning ML models through easy-to-use programmatic interfaces, AutoML solutions make ML accessible to non-specialists and significantly reduce deployment timeframes.

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