Machine Learning Lab

Machine Learning (ML) with Amazon Athena (in Preview) lets you use Athena to write SQL statements that run Machine Learning (ML) inference using Amazon SageMaker. This feature simplifies access to ML models for data analysis, eliminating the need to use complex programming methods to run inference. To use ML with Athena, you define an ML with Athena function with the USING FUNCTION clause. The function points to the Amazon SageMaker model endpoint that you want to use and specifies the variable names and data types to pass to the model. Subsequent clauses in the query reference the function to pass values to the model. The model runs inference based on the values that the query passes and then returns inference results.