Apache Hadoop is an open-source framework that provides distributed storage and processing capabilities for large datasets. With its Hadoop Distributed File System (HDFS) and MapReduce framework, Hadoop allows organizations to store, process, and analyze data across clusters of commodity hardware, making it a foundational technology in the big data landscape.