Bachelor 2025/2026

Artificial Intelligence and Machine Learning

Type: Compulsory course (Artificial and Augmented Intelligence Technologies)

Delivered by: Joint Department with MERA Group

When: 4 year, 3 module

Open to: students of all HSE University campuses

Language: English

Course Syllabus

Abstract

The course is devoted to the presentation of modern data analysis and machine learning methods that are widely used in computer vision. The main emphasis is placed on such sections as learning and inference in vision. A taxonomy of models that relate the measured image data and the actual scene content is studied. Generative and discriminative models Classification, regression and clustering methods.