Basic concepts relating to the theory of artificial intelligence (AI) and intelligent systems (IS). Typical examples of intelligent systems are expert systems and artificial neural networks. General issues of building expert systems, their architecture, operating modes, development stages. Interconnection of concepts such as AI, machine learning and artificial neural networks. Principles of building artificial neural networks and prospects for their application.