This chapter introduces “the general theory of stochastic processes” and its preliminary applications. It discusses three most useful classes of measurable processes: progressively measurable, optional and predictable processes. A process is called an increasing process, if its trajectories all are non-negative right-continuous increasing real functions. A process is said to be with finite variation, if it is the difference of two increasing processes.