Spark is an open-source, distributed computing framework designed for fast processing of large-scale data. It enables in-memory computing, reducing data retrieval times, and supports multiple programming languages such as Java, Scala, Python, and R. Spark is widely used for data analytics, machine learning, and real-time stream processing, making it an essential tool in modern data science workflows.