Advanced Spark Optimization Techniques Day 1 Lab focuses on enhancing your skills in optimizing Spark applications, particularly in structured streaming with Spark and Kafka. Participants will learn to read and filter CSV data, analyze physical execution plans, and troubleshoot performance issues using Spark UI metrics. This lab is ideal for data engineers and data scientists looking to deepen their understanding of Spark's optimization capabilities and improve data processing efficiency in real-time applications.