Advanced Spark Optimization Techniques Day 1 Lab focuses on enhancing your skills in Spark by exploring data frame operations, including reading CSV files, filtering, and aggregating data. Participants will learn to analyze physical plans, optimize memory utilization, and troubleshoot performance issues using the Spark UI. This lab is ideal for data engineers and analysts looking to improve their data processing efficiency and gain insights into operational metrics, particularly in contexts like airport management.