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This lecture covers the topic of numerical differentiation, including first-order numerical derivatives, truncation error in Taylor's formula, round-off errors, and second-order numerical derivatives. It also introduces finite difference formulas of order 1 and 2, and discusses sections 2.1 to 2.4 of the textbook.