Databases are collections of related files or integrated data that can be processed and stored electronically using database management systems like Microsoft Access. Key database concepts include tables, queries, forms, and reports. Tables store data in records and fields, queries search and filter data, forms display and enter data, and reports present data for printing. Databases offer advantages like sharing data across departments, security controls, fewer duplicate files, and improved data integrity compared to traditional paper-based systems.