- The course is beginner-level but assumes familiarity with Python and SQL.
- Understanding basic distributed computing concepts helps grasp RDDs and DataFrames.
- Prior exposure to big data platforms (like Hadoop) is helpful but not required.
- Online tutorials or sandbox environments can supplement learning.
- Self-practice on small datasets accelerates comprehension of Spark workflows.

