This lecture covers the importance of query optimization in database systems, focusing on finding the execution plan with the lowest cost. It explains the challenges of implementing a query optimizer correctly, the impact of optimizers on performance and scalability, and the decisions involved in choosing the order of operations and the best implementation for each operation.