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This lecture covers the concepts of vectorisation, functions, and flow control in Matlab. It explains how to rethink problems using matrices and vectors to avoid loops, the use of the 'find' function, and the creation of scripts and functions in Matlab. The instructor demonstrates the importance of avoiding global variables and provides examples of simple plots and debugging techniques.