Information Package / Course Catalogue
Advanced Deep Learning
Course Code: MCS523
Course Type: Area Elective
Couse Group: Second Cycle (Master's Degree)
Education Language: English
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

Introducing the fundamentals of deep learning, deep learning concepts, and applications. Enabling students to develop deep learning projects with Python.

Course Content

The mathematical foundations of deep learning, artificial neural networks, neural network training, convolutional neural networks, recurrent neural networks, long short-term memory, non-linear activation functions, deep learning algorithms and applications

Name of Lecturer(s)