Master 2021/2022

Machine Learning I

Type: Compulsory course (Science of Learning and Assessment)

Area of studies: Psychology

Delivered by: Institute of Education

Where: Institute of Education

When: 1 year, 3 module

Mode of studies: offline

Open to: students of all HSE University campuses

Master’s programme: Science of Learning and Assessment

Language: English

ECTS credits: 3

Contact hours: 30

Course Syllabus

Abstract

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.