
| 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 |
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.
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.
| 1. | Ability to have fundamental knowledge of artificial intelligence |
| 2. | Ability to design intelligent systems |
| 3. | Ability to use artificial intelligence techniques |
| 4. | To be able to gain the skill of interpreting some interrelations among these concepts |
| 5. | To be able to use mathematical concepts in solving certain types of problems |
| 1. | Artificial Intelligence: A Modern Approach, Stuart Russell , Peter Norvig, 3rd edition, 2009 |
| Type of Assessment | Count | Percent |
|---|---|---|
| Assignment | 1 | %5 |
| Term Assignment | 1 | %5 |
| Midterm Examination | 1 | %20 |
| Final Examination | 1 | %70 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 0 | 3 | 42 |
| Assignment | 1 | 0 | 6 | 6 |
| Term Project | 1 | 0 | 6 | 6 |
| Individual Work | 14 | 0 | 5 | 70 |
| Midterm Examination | 1 | 30 | 2 | 32 |
| Final Examination | 1 | 42 | 2 | 44 |
| TOTAL WORKLOAD (hours) | 200 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | PÇ-10 | PÇ-11 | PÇ-12 | PÇ-13 | PÇ-14 | PÇ-15 | |
OÇ-1 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 2 | ||||
OÇ-2 | 4 | 4 | 4 | 5 | 4 | 5 | |||||||||
OÇ-3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | ||||
OÇ-4 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | ||||
OÇ-5 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 3 | 3 | 3 | 4 | ||||