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This lecture covers the fundamentals of random walk and diffusion, starting with the binomial distribution and its application to one-dimensional random walk. It then explores the link between random walk and diffusion, transitioning from discrete to continuous spatial and temporal variables. The lecture concludes with the diffusion equation derived through the master equation.