korayaki@uludag.edu.tr, +90(224)2942674 – Dahili: 62141, Bursa Uludağ Üniversitesi Orhangazi Y. Asil Çelik MYO Bilgisayar Programcılığı Programı-Orhangazi/Bursa
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Website:
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Objective of the Course:
The aim of this course is to provide students the knowledge about the basic techniques and methodologies of artificial intelligence and abilities to apply artificial intelligence methods on practical problems.
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Contribution of the Course to Professional Development
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Learning Outcomes:
1
Introduces Artificial Intelligence concepts.;
2
Gains knowledge about the basic methodologies in artificial intelligence.;
3
It introduces the necessary tools to create the formulation of Artificial Intelligence problems.;
4
Study the tools and structures necessary to design intelligent agent systems.;
5
It introduces the necessary tools for solving problems depending on the nature of the problem and the search space.;
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Course Content:
Week
Theoretical
Practical
1
Fundamentals of Artificial Intelligence
2
Intelligence Agents
3
Problem Solving and Blind Search
4
Heuristic Search
5
Local Search
6
Adversarial Search
7
Game Theory
8
Midterm
9
Application Problems
10
Knowledge Representation and Inference
11
Expert Systems
12
Machine Learning
13
Artificial Neural Network
14
Robot Science
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Textbooks, References and/or Other Materials:
Artificial Intelligence: A Modern Approach (3rd Edition), Stuart Russell, Peter Norvig, Prentice Hall, 2010
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Assesment
TERM LEARNING ACTIVITIES
NUMBER
PERCENT
Midterm Exam
1
40
Quiz
0
0
Homeworks, Performances
0
0
Final Exam
1
60
Total
2
100
Contribution of Term (Year) Learning Activities to Success Grade
40
Contribution of Final Exam to Success Grade
60
Total
100
Measurement and Evaluation Techniques Used in the Course
Information
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ECTS / WORK LOAD TABLE
Activites
NUMBER
TIME [Hour]
Total WorkLoad [Hour]
Theoretical
14
2
28
Practicals/Labs
0
0
0
Self Study and Preparation
14
2
28
Homeworks, Performances
0
2
28
Projects
0
0
0
Field Studies
0
0
0
Midtermexams
1
3
3
Others
0
0
0
Final Exams
1
3
3
Total WorkLoad
90
Total workload/ 30 hr
3
ECTS Credit of the Course
3
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CONTRIBUTION OF LEARNING OUTCOMES TO PROGRAMME QUALIFICATIONS
