Labs
Welcome to the Data Engineering 1 Labs. This section contains all practical exercises for the course.
Available Labs
- Lab 1 - Spark Basics - Introduction to Apache Spark, RDD, DataFrames, and SQL
- Lab 2 - Data Warehousing - Data warehouse design, Spark SQL optimization, and partitioning
- Lab 3 - Advanced Topics - Advanced optimization, real-time processing, and production patterns
Each lab includes an interactive Jupyter notebook and practical assignments with detailed output and analysis.