Deep Learning

2023/2024

Academic Year

RUS

Instruction in Russian

3

ECTS credits

Delivered at:

Big Data and Information Retrieval School

Course type:

Compulsory course

When:

2 year, 1 module

Instructors

Hushchyn, Mikhail

Sadrtdinov, Ildus

Программа дисциплины

Аннотация

The discipline of choice. Deep learning is a popular area that uses neural networks of complex architecture. Such systems give better results in areas such as image and video processing, sound and text. The course will cover the main types of architectures and the principles of operation and training of deep neural networks and conduct practice in the above areas of application. To master the discipline, the student must have knowledge in the field of machine learning and optimization methods.