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This lecture covers the concept of recursion, focusing on the three key ingredients: termination condition, self-call with smaller data, and recombination. It also explains the calculation of the sum of the first 'n' numbers. Additionally, it delves into the binary search algorithm, detailing the process of searching for an element 'x' in a sorted list using dichotomy.