The objective of the course is to develop the ability to critically analyze the advantages, disadvantages, and peculiarities of modern artificial intelligence and machine learning models applied to reality modeling. The expected learning outcomes include mastering the fundamental concepts and terminology of agent-based modeling and machine learning, as well as gaining introductory knowledge of the tools commonly used in the field of artificial intelligence and machine learning.