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This lecture covers the concepts of left and right derivatives, O-Notation, and extrema in Analysis 1. It explains the rules for derivatives, the definition of left and right derivatives, and their applications. The lecture also delves into the complexity of sorting algorithms, such as Bubble Sort and Merge Sort, and the complexity of matrix multiplication. Additionally, it discusses the use of the O-Notation in analyzing the complexity of algorithms.