Cassandra is a NoSQL database that uses a key-value model with column families similar to tables. It allows for schema-less designs and fast writes without waits. While joins are not directly supported, related data can be denormalized into a single column family. Cassandra also supports arrays, embedded documents, full text search, geospatial queries, and basic aggregation capabilities.