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YAPAY ZEKAYA GİRİŞ COURSE IDENTIFICATION AND APPLICATION INFORMATION

Code	Name of the Course Unit	Semester	In-Class Hours (T+P)	Credit	ECTS Credit
MKT226	YAPAY ZEKAYA GİRİŞ	4	3	2	4

WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY
Week	Preparatory	Topics(Subjects)	Method
1	Resource scanning, internet research related to the subject.	Definition, types, comparison of Natural and Artificial Intelligence.	Lecture, discussion, question-answer based on theory.
2	Resource scanning, internet research related to the subject.	Expert Systems	Lecture, discussion, question-answer based on theory.
3	Resource scanning, internet research related to the subject.	Fuzzy logic and Fuzzy controllers	Lecture, discussion, question-answer based on theory.
4	Resource scanning, internet research related to the subject.	Artificial neural networks	Lecture, discussion, question-answer based on theory.
5	Resource scanning, internet research related to the subject.	Memory types used in Artificial Neural Networks	Lecture, discussion, question-answer based on theory.
6	Resource scanning, internet research related to the subject.	Back propagation algorithm and calculation of error in neural networks	Lecture, discussion, question-answer based on theory.
7	Resource scanning, internet research related to the subject.	Calculation of weights in neural networks and general review before the exam	Lecture, discussion, question-answer based on theory.
8	-	MID-TERM EXAM	-
9	Resource scanning, internet research related to the subject.	Self-organizing maps - SOM	Lecture, discussion, question-answer based on theory.
10	Resource scanning, internet research related to the subject.	Genetic Algorithms	Lecture, discussion, question-answer based on theory.
11	Resource scanning, internet research related to the subject.	Genetic Algorithms	Lecture, discussion, question-answer based on theory.
12	Resource scanning, internet research related to the subject.	Genetic Algorithms	Lecture, discussion, question-answer based on theory.
13	Resource scanning, internet research related to the subject.	Convolutional Neural Networks - CNN	Lecture, discussion, question-answer based on theory.
14	Resource scanning, internet research related to the subject.	Convolutional Neural Networks - CNN	Lecture, discussion, question-answer based on theory.
15	Resource scanning, internet research related to the subject.	Pre-Final General Practice	Lecture, discussion, question-answer based on theory.
16	-	FINAL EXAM	-
17	-	FINAL EXAM	-