Connect Sagemaker to RDS db

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I am new to AWS. All I know is that the Postgre database is hosted in AWS RDS. I want to build an ML model using AWS Sagemaker. I am not sure how to get the data from AWS RDS so that I can use it for building the ML model. I will be thankful for any help.

amazon-sagemaker amazon-rds
1 Answers

There are multiple ways which you can follow to achieve this. Below are couple of options that you can use:

  1. Export Amazon RDS/Amazon Aurora snapshots to Amazon S3 as Apache Parquet then build models using SageMaker.

  2. Directly connect to RDS and build you models using SQL in Sageaker

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