This lecture covers the derivation of Brownian motion by Einstein and Langevin equations, including the Chapman Kolmogorov equation, diffusion equation, Langevin treatment, Smoluchowski equation, and the solution to the diffusion equation. The lecture also discusses the master equation derivation and the harmonic potential example.