Self-paced trainings from Databricks Academy do not always include hands-on labs by default. To gain practical, hands-on experience, you may need to enroll in Databricks Academy Labs, which are available as a separate subscription or add-on to standard self-paced courses. Always check the course description to see if labs are included or if you need to purchase access separately. Hope this helps, Big Roux.