Information Package / Course Catalogue
Artificial Intelligence and Deep Learning
Course Code: EEE671
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: English
Work Placement: N/A
Theory: 2
Prt.: 2
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

To teach the students techniques based on Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) with practical applications; ; to demonstrate their importance in the EEE with preparing projects.to be able to do AI and DL applications; to be able to present work ; to gain the ability to understand articles and follow recent development in the field.

Course Content

Fundamental concepts (AI, DL, ML, etc.); Linear regression; Artificial Neural Network (ANN); AI; ML; Single and Multilayer Perceptron; Feed-forward; Convolutional, and Recurrent neural networks (FFNNs, CNNs, and RNNs); Python applications.

Name of Lecturer(s)