- Each module includes practical exercises using RDDs, DataFrames, and SQL.
- Hands-on ETL pipelines, machine learning with MLlib, and optimization tasks are included.
- Deployment exercises on Databricks and YARN provide real-world practice.
- The capstone project simulates end-to-end big data pipeline implementation.
- Learners can apply these exercises to their own datasets for additional experience.

