Intelligent information systems in geoinformatics are a promising area of science, production and education. An analysis of publications on intelligent GIS is presented following a brief overview of Russian courses and tutorials on the topics of intelligent geographic information systems. The structure and content of lectures and trainings of the course on geoinformation technologies in intellectual sciences, which is being taught to the undergraduate students of the 4th year on the specialty “Cartography and Geoinformatics” at the Department of Geographic Information Systems, Institute of Radio Electronics and Informatics of MIREA – Russian Technological University since 2021, have been considered. A description of software for the course training and application of AI-tool ChatGPT (Chat Generative PreTrained Transformer) were given and discussed. Noted, that the course content should be updated annually based on the materials of GIS- and IT-conferences and scientific papers. Course could be taught to the baccalaureate and masters students, as well as to the students of 5-years education (specialists)