Apache Spark is a big data processing engine detailed with built-in data streaming modules, SQL, machine learning tools, graph processing features, and SQL. Its speed, support for sophisticated analytics, real-time stream processing, and scalability are some of the reasons why it's sought after by businesses handling big data.