Hi, Alexei! Thanks for reaching out. You're correct - this material is out of date and was pulled from our catalog (and it awaiting deprecation). We'll make this more clear in the actual course. In the meantime, please refer to this course: Data Analysis with Databricks (2024) This has the most updated material (as it was just released last month). Thank you!