A Nested Loop Join is a fundamental algorithm used in database management systems to join two tables by iterating through each row of one table and comparing it with each row of another table. Although it is simple to implement, its performance can be suboptimal for large datasets, making it suitable mainly for small tables or when no indexes are available.