Your company is using AWS Glue to build a data lake. You need to ensure that the data catalog is properly maintained and up-to-date with the latest data sources and schemas. What best practices should you follow to achieve this?

Simulated

Manually update the data catalog whenever a new data source or schema is added.

0.0%

Use AWS Glue crawlers to periodically scan the data sources and update the data catalog.

53.3%

Create a custom script that monitors the data sources and updates the data catalog when changes are detected.

6.7%

Leverage the built-in versioning and change data capture (CDC) features in the AWS Glue Data Catalog to automatically track and update the catalog.

40.0%

AWS Certified Data Engineer - Associate