In this lecture, Bruno dives into the importance of DBT for data transformation within cloud data warehouses like Snowflake and BigQuery. He discusses how the shift from ETL to ELT has changed the landscape, making it more cost-effective to store and process data. He also highlights best practices for using DBT and the challenges that come with it.