# Discover and govern Snowflake data using SageMaker Unified Studio

DevFeed: [Discover and govern Snowflake data using SageMaker Unified Studio](<https://devfeed.tech/articles/discover-and-govern-snowflake-data-using-sagemaker-unified-studio-49915.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/big-data/discover-and-govern-snowflake-data-using-sagemaker-unified-studio/>)

Author: Marco Duarte

Published: 2026-09-16T15:19:51Z

Content type: tutorial

Language: en

Sources: [AWS Big Data Blog](<https://devfeed.tech/sources/aws-big-data-blog.md>)

Topics: [Amazon SageMaker](<https://devfeed.tech/topics/amazon-sagemaker.md>), [AWS Glue](<https://devfeed.tech/topics/aws-glue.md>), [Data Quality](<https://devfeed.tech/topics/data-quality.md>), [AWS Lake Formation](<https://devfeed.tech/topics/aws-lake-formation.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [dataset](<https://devfeed.tech/topics/dataset.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [amazon-sagemaker](<https://devfeed.tech/tags/amazon-sagemaker.md>), [amazon-sagemaker-unified-studio](<https://devfeed.tech/tags/amazon-sagemaker-unified-studio.md>), [aws-glue](<https://devfeed.tech/tags/aws-glue.md>), [aws-lake-formation](<https://devfeed.tech/tags/aws-lake-formation.md>), [data-catalog](<https://devfeed.tech/tags/data-catalog.md>), [data-quality](<https://devfeed.tech/tags/data-quality.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [expert-400](<https://devfeed.tech/tags/expert-400.md>), [integration](<https://devfeed.tech/tags/integration.md>), [sql](<https://devfeed.tech/tags/sql.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

## AI overview

A tutorial on connecting Snowflake to Amazon SageMaker Unified Studio to federate data without moving it. It explains how to catalog assets, query tables, apply AWS Glue Data Quality rules, and publish validated datasets for governed discovery and collaboration.

## Source excerpt

Connect Snowflake to Amazon SageMaker Unified Studio to build a unified data catalog. Query federated Snowflake tables without moving data, publish enriched assets to SageMaker Catalog, and validate data quality with AWS Glue Data Quality, all while keeping data in Snowflake.