A. Data structures in Apache Spark are collections of data that are organized in a specific way to allow for efficient processing. These include Resilient Distributed Datasets (RDDs), data frames, Datasets, and Graphs. These data structures provide a powerful set of tools for processing and analyzing large-scale data sets efficiently and in parallel across a cluster of nodes.