This lecture covers the time complexity of algorithms, including linear search, bubble sort, binary search, insertion sort, matrix multiplication, tractable problems, non-deterministic polynomial time, exponential time, and various functions' hierarchy. It also includes a quiz with questions about algorithm complexity.