The course introduces the basic concepts, tasks and methods of Artificial Intelligence (AI). The main areas of AI are studied: state space search, planning, knowledge representation and reasoning, machine learning, neural networks, etc. An introduction to the basic concepts of Data Science (DS) is provided as well, with an emphasis on the application of some modern computational statistical methods in data analysis and machine learning.