| Course Type | Elective Course |
|---|
| Course Level | Bachelor's Degree |
|---|
| Year of Study | - |
|---|
| Semester | - |
|---|
| ECTS | 5 |
|---|
| Name of Lecturer(s) |
- |
| Learning Outcomes |
At the end of this course, the students;
- Knowledge about basic methods in artificial intelligence.
- An ability to formulate and solve practical problems using basic methods in artificial intelligence.
|
| Mode of Delivery | Face to face |
|---|
| Prerequisites | No |
|---|
| Recommended Optional Programme Components | |
|---|
| Course Description | The course aims to teach the students about the concept of Artificial Intelligence, which has become a part of our daily life with the development of computers, and its working principles. |
|---|
| Course Contents |
| WEEK |
TOPICS |
|
1st Week |
Basic Concepts, History and Philosophy of Artificial Intelligence |
|
2nd Week |
Intelligent Agents |
|
3rd Week |
Problem Solving with Artificial Intelligence and Introduction to Search Algorithms |
|
4th Week |
Search Algorithms Without Problem Information |
|
5th Week |
Intuitive Search |
|
6th Week |
Game Problems |
|
7th Week |
Top-Heuristic Search Methods |
|
8th Week |
MIDTERM |
|
9th Week |
Artificial neural networks |
|
10th Week |
Information Based Agents |
|
11th Week |
First Order Logic |
|
12th Week |
First Order Logic Inference |
|
13th Week |
Prolog Programming Language and Logical Programming |
|
14th Week |
Probability Based Inference |
|
| Recommended or Required Reading | Artificial Intelligence -A Modern Approach, Russell and Norvig, 3rd edition, Prentice Hall, 2009 |
|---|
| Planned Learning Activities and Teaching Methods |
- Lecture
- Discussion
- Questions/Answers
- Problem Solving
|
|---|
| Assessment Methods and Criteria |
|
Quantity |
Percentage (%) |
| Mid-term |
1 |
30 |
| Assignment |
1 |
30 |
| Total(%) |
|
60 |
| Contribution of In-term Studies to Overall Grade(%) |
|
60 |
| Contribution of Final Examination to Overall Grade(%) |
|
40 |
| Total(%) |
|
100 |
|
| ECTS Allocated Based on Student Workload |
| Activities |
Quantity |
Duration (Hour) |
Total Workload (Hour) |
| Midterm exam |
1 |
3 |
3 |
| Preparation for Quiz |
|
|
|
| Individual or group work |
14 |
3 |
42 |
| Preparation for Final exam |
1 |
25 |
25 |
| Course hours |
14 |
3 |
42 |
| Preparation for Midterm exam |
1 |
25 |
25 |
| Laboratory (including preparation) |
|
|
|
| Final exam |
1 |
3 |
3 |
| Homework |
1 |
9 |
9 |
| Total Work Load | 149 |
| Total Work Load / 30 (h) | 4.96 |
| ECTS Credit of the Course | 5 |
|
| Language of Instruction | Turkish |
|---|
| Work Placement(s) | No |
|---|
