Apache Spark is an open-source distributed computing framework for processing big data. It provides high-level APIs in Scala, Java, Python, and R, along with optimized execution engines for batch processing, stream processing, machine learning, and graph processing tasks. Spark offers in-memory computation, fault tolerance, and support for various data sources, making it suitable for real-time and iterative data processing workflows.