Introduction to Deep Learning

2024/2025

Academic Year

ENG

Instruction in English

4

ECTS credits

Delivered at:

Big Data and Information Retrieval School

Course type:

Elective course

When:

3 year, 2, 3 module

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 PyTorch framework using the Python programming language. The course also covers tasks related to images and texts.