Levchenko, S. S.Левченко, С. С.Іванова, Ірина ВікторівнаIvanova, Iryna V.2026-06-232026-06-232026Levchenko S.S., Ivanova I.V. Detection of Behavioral States Based on Sensor Data Using Machine Learning. Матеріали ХVІІI Всеукраїнської науково-практичної конференції «Тенденції розвитку ІТ-технологій в Україні»: збірник наукових праць. Черкаси, 2026. С. 51-52http://csbc.edu.ua/documents/student/2404265.pdfhttps://dr.csbc.edu.ua/handle/123456789/2345The presented work is dedicated to question classifications behavioral states participants based on analysis multimodal data from sensors. This study was implemented within the framework of a specialized English-language Python programming course. A feature teaching was full integration technical English languages in education process: from study documentation machine learning libraries for communication with teachers and colleagues exclusively in English in the language for discussion architecture models and results experiments.SOCIAL SCIENCES::Social sciences::EducationHUMANITIES and RELIGION::Languages and linguisticsSOCIAL SCIENCES::Statistics, computer and systems science::Informatics, computer and systems scienceSOCIAL SCIENCES::Statistics, computer and systems science::Informatics, computer and systems science::Information and language technologyThesis