Information Package / Course Catalogue
Advanced Artificial Intelligence
Course Code: MTK637
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

The purpose of this course is to introduce and to understand the significance of artificial intelligence in computer science, and the course aims to gain the ability of researching using modern approaches in this field in both theoretically and practically.

Course Content

Introduction to Artificial Intelligence, Knowledge representation, Production rules, inclusion hierarchies, prepositional and predicate calculus, Knowledge representation, Rules of inference, frames, semantic networks, constraints and syntactic approaches, Searching Algorithms, Learning Algorithms, Decision trees, Neural networks, Genetic algorithms, Expert systems, robotics, computer vision, natural language processing, speech recognition.

Name of Lecturer(s)