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This lecture covers the chain rule in higher dimensions, dealing with compositions of differential functions. The standard chain rule is extended to functions from open sets to real numbers, showing how to differentiate compositions of functions. The lecture provides examples and proofs to illustrate the application of the chain rule in various scenarios.