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In the YouTube tutorial, the speaker discusses using tags within Snowflake for a data classification process. They plan to demonstrate the application of tags and then automate the process using Snowflake scripting. Managing tags manually for all users, columns, and tables can be overwhelming, so automation is necessary. The tutorial details the mechanics of tagging in this session, with a promise of a deeper dive into tags in the next session. They explain that a tag admin creates tags for processing, and there is a monitoring process for table status. Next month, they will show how to automate this process using Snowflake scripting.