Apache Kafka is a high-throughput, distributed messaging system built on the producer-consumer model. It enables real-time data streaming, supports O(1) persistence, and handles 100K+ messages/sec. Used for log collection, event-driven architectures, and real-time analytics. Learn Kafka setup, Java integration, and scalable cluster deployment for modern data pipelines.