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This lecture covers the numerical approximation of partial differential equations, focusing on the methods used to solve them computationally. Topics include finite differences and finite elements methods, functional analysis, and computer implementation. The instructor explains the importance of these methods in predicting various phenomena, such as heat conduction, transport equations, and linear PDEs.