GAZI UNIVERSITY INFORMATION PACKAGE - 2019 ACADEMIC YEAR

COURSE DESCRIPTION

ARTIFICIAL INTELLGENCE LEARNING MODELS/5261333

Course Title:	ARTIFICIAL INTELLGENCE LEARNING MODELS
Credits	3	ECTS	7.5
Course Semester	1	Type of The Course	Elective

COURSE INFORMATION

-- (CATALOG CONTENT)

-- (TEXTBOOK)

-- (SUPPLEMENTARY TEXTBOOK)

-- (PREREQUISITES AND CO-REQUISITES)

-- LANGUAGE OF INSTRUCTION

Turkish

-- COURSE OBJECTIVES

-- COURSE LEARNING OUTCOMES

Selecting and implementing the appropriate artificial intelligence learning model for engineering problems solving, gaining the ability to analyze and

-- MODE OF DELIVERY

The mode of delivery of this course is Face to face

--WEEKLY SCHEDULE
1. Week	Introduction to Artificial Intelligence Learning Models
2. Week	Evaluation of Learning Model Performance
3. Week	Instance-Based Learning
4. Week	Probabilistic Learning
5. Week	Decision Tree Based Learning
6. Week	Regression Based Learning
7. Week	Artificial Neural Networks Based Learning
8. Week	Midterm Exam, Çekirdek Tabanlı Öğrenme
9. Week	Kernel Based Learning
10. Week	Distance-Based Neural Networks Learning
11. Week	Clustering Based Learning
12. Week	Association Rule Based Learning
13. Week	Project Presentations
14. Week	Project Presentations
15. Week
16. Week

-- TEACHING and LEARNING METHODS

-- ASSESSMENT CRITERIA

	Quantity	Total Weighting (%)
Midterm Exams	1	40
Assignment	0	0
Application	0	0
Projects	1	20
Practice	0	0
Quiz	0	0

Percent of In-term Studies		60
Percentage of Final Exam to Total Score		40

-- WORKLOAD

Activity	Total Number of Weeks	Duration (weekly hour)	Total Period Work Load
Weekly Theoretical Course Hours	14	3	42
Weekly Tutorial Hours			0
Reading Tasks	10	4	40
Searching in Internet and Library	10	4	40
Material Design and Implementation	7	4	28
Report Preparing			0
Preparing a Presentation	3	5	15
Presentation	1	1	1
Midterm Exam and Preperation for Midterm Exam	1	10	10
Final Exam and Preperation for Final Exam	1	10	10
Other (should be emphasized)			0
TOTAL WORKLOAD:			186
TOTAL WORKLOAD / 25:			7.44
Course Credit (ECTS):			7.5

-- COURSE'S CONTRIBUTION TO PROGRAM

NO	PROGRAM LEARNING OUTCOMES	1	2	3	4	5
1						X
2					X
3				X
4						X
5				X
6				X
7				X
8				X
9				X
10			X
11				X
12					X

-- NAME OF LECTURER(S)

(Assoc. Prof. Dr. Hüseyin POLAT)

-- WEB SITE(S) OF LECTURER(S)

(https://websitem.gazi.edu.tr/site/polath)

-- EMAIL(S) OF LECTURER(S)

(polath@gazi.edu.tr)

Gazi University

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GAZI UNIVERSITY INFORMATION PACKAGE - 2019 ACADEMIC YEAR