Databases are organized collections of data that allow efficient storage, retrieval, and management of information. They are essential in data science for storing large datasets, enabling queries, and supporting analytics. Common types include relational databases (e.g., MySQL, PostgreSQL) using SQL, and NoSQL databases (e.g., MongoDB, Cassandra) designed for flexibility and scalability.