overview
This solution architecture helps you understand how to integrate Amazon SageMaker and Snowflake to build a machine learning application.
- Configure Amazon SageMaker Studio and Snowflake Storage Integration with AWS
- Join student data from a Snowflake stage with unemployment data from Snowflake marketplace
- Preprocess data and create features for ML training in Amazon SageMaker
- Deploy the model using Amazon SageMaker pipeline and write model predictions to Snowflake.