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This lecture introduces the concept of algorithms as procedures for solving problems, taking input instances and producing corresponding outputs. It covers the characteristics of effective algorithms, the importance of algorithmic complexity, and the use of loop invariants to prove correctness. The lecture also explores graph algorithms, recursive algorithms, and the implementation of algorithms in various programming languages. Examples include calculating the minimum of a list of numbers and finding the greatest common divisor using the Euclidean algorithm.