The workshop is hands-on to showcase Gemini Code Assist for automating data engineering tasks such as DAG generation, code completion, and documentation, while guiding participants to set up BigQuery, Docker, and codespaces to manage Airflow DAGs, generate code, write tests, create documentation, and validate data, enhancing their Data Engineering workflows with Gemini's capabilities.