| TYPE OF COURSE UNIT | Elective Course |
| LEVEL OF COURSE UNIT | Bachelor's Degree |
| YEAR OF STUDY | - |
| SEMESTER | - |
| NUMBER OF ECTS CREDITS ALLOCATED | 5 |
| NAME OF LECTURER(S) | -
|
| LEARNING OUTCOMES OF THE COURSE UNIT |
At the end of this course, the students;
1) Knowledge about basic methods in artificial intelligence.
2) An ability to formulate and solve practical problems using basic methods in artificial intelligence.
|
| MODE OF DELIVERY | Face to face |
| PRE-REQUISITES OF THE COURSE | No |
| RECOMMENDED OPTIONAL PROGRAMME COMPONENT | |
| COURSE DEFINITION | 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 |
|
| RECOMENDED 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 | 20 | | Total(%) | | 50 | | Contribution of In-term Studies to Overall Grade(%) | | 50 | | Contribution of Final Examination to Overall Grade(%) | | 50 | | Total(%) | | 100 |
|
| ECTS WORKLOAD |
| Activities |
Number |
Hours |
Workload |
| 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 Workload | | | 149 |
|---|
| Total Workload / 30 | | | 4,96 |
|---|
| ECTS Credits of the Course | | | 5 |
|---|
|
| LANGUAGE OF INSTRUCTION | Turkish |
| WORK PLACEMENT(S) | No |
| | |
