The textbook contains theoretical information about the main concepts, meth-ods, and tools of Data Science, Machine Learning, Artificial Intelligence, and Intel-ligent Data Analysis, the Artificial Intelligence of Things, as well as practical rec-ommendations for the application of modern technologies in solving numerous ap-plied tasks and problems of system analysis. A list of test questions for checking acquired theoretical knowledge and practical skills is provided.