Akademik Dersler - İçerik

0 : Does not support 1 : Low-level support 2 : Mid-level support 3 : Top level support

Learning Outcomes	1	2	3	4	5	7	8	9	11
Define the basic concepts of artificial intelligence, its historical development, and the structure of intelligent agents.	0	1	1	1	0	0	0	2	1
Develop problem-solving strategies using uninformed and informed search algorithms.	2	1	3	2	3	0	0	2	1
Analyze constraint satisfaction problems and game theory algorithms.	3	1	3	1	2	1	0	1	0
Perform logical inference using probability theory and Bayesian networks under uncertainty.	3	2	3	1	2	1	2	2	0
Distinguish between types of machine learning and evaluate model performance.	3	3	3	2	3	2	3	3	0
Explain the working principles of artificial neural networks and deep learning architectures.	3	2	3	2	2	2	3	3	0