Bachelor 2025/2026

Machine Learning Systems Design

Type: Elective course (Applied Mathematics and Information Science)

Delivered by: Big Data and Information Retrieval School

Where: Faculty of Computer Science

When: 4 year, 3 module

Open to: students of one campus

Language: English

ECTS credits: 4

Course Syllabus

Abstract

During the course, students will be able to form an idea of how ML systems work in the real world.: Together, we will trace the lifecycle of an ML task from requesting a business and/or product to product launch, use, and monitoring. The purpose of the course is to learn how to see the entire task, find additional impact, and iteratively develop a project from a simple baseline to an optimal solution.