A Column-Family Store, also known as a column-oriented database, is a type of NoSQL database that organizes data into columns rather than rows, allowing for efficient storage and retrieval of sparse data sets. This architecture is particularly well-suited for handling large-scale data analytics and workloads that require fast read and write operations across distributed systems.