Bachelor
2024/2025
Deep Learning
Type:
Compulsory course (Data Science and Business Analytics)
Area of studies:
Applied Mathematics and Information Science
Delivered by:
Big Data and Information Retrieval School
Where:
Faculty of Computer Science
When:
3 year, 3, 4 module
Mode of studies:
offline
Open to:
students of one campus
Language:
English
ECTS credits:
4
Contact hours:
56
Course Syllabus
Abstract
The course is dedicated to studying deep learning, which is the most rapidly developing field of machine learning. The course attendees will learn what konds of machine learning tasks can be solved using neural networks and what types of neural networks are currently in use. The course has a clear practical focus, students will have to train neural networks on the various frameworks using the Python programming language. The course also covers tasks related to images and texts.