This lecture covers the theory of digital signal processing, focusing on sampling, transformation methods, digitization, and PID controllers. It explains various methods like Euler's method, Tustin's method, and anti-runaway measures. The instructor discusses the approximation of integrals, stability analysis, and the design of digital PID controllers.