GAZI UNIVERSITY INFORMATION PACKAGE - 2019 ACADEMIC YEAR

COURSE DESCRIPTION
MACHINE LEARNING/5241329
Course Title: MACHINE LEARNING
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
To understand the basic machine learning techniques and algorithms and to apply them to real-world problems.

 -- MODE OF DELIVERY
  The mode of delivery of this course is Face to face
 --WEEKLY SCHEDULE
1. Week  Introduction to machine learning
2. Week  Concept Learning
3. Week  Decision Tree
4. Week  Genetic Algorithms
5. Week  Genetic Algorithms
6. Week  Project Presentations
7. Week  Bayesian learning
8. Week  Midterm
9. Week  Neural networks
10. Week  Project Presentations
11. Week  Support Vector Machines
12. Week  Evaluation of learning algorithms
13. Week  Unsupervised Learning
14. Week  Project Presentations
15. Week  Project Presentations
16. Week  Project Presentations
 -- TEACHING and LEARNING METHODS
 -- ASSESSMENT CRITERIA
 
Quantity
Total Weighting (%)
 Midterm Exams
1
20
 Assignment
4
10
 Application
0
0
 Projects
1
10
 Practice
0
0
 Quiz
0
0
 Percent of In-term Studies  
40
 Percentage of Final Exam to Total Score  
60
 -- 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
14
3
42
 Searching in Internet and Library
14
3
42
 Material Design and Implementation
3
3
9
 Report Preparing
10
3
30
 Preparing a Presentation
1
6
6
 Presentation
1
1
1
 Midterm Exam and Preperation for Midterm Exam
14
1
14
 Final Exam and Preperation for Final Exam
14
1
14
 Other (should be emphasized)
0
 TOTAL WORKLOAD: 
200
 TOTAL WORKLOAD / 25: 
8
 Course Credit (ECTS): 
7.5
 -- COURSE'S CONTRIBUTION TO PROGRAM
NO
PROGRAM LEARNING OUTCOMES
1
2
3
4
5
1X
2X
3X
4X
5X
6X
7X
8X
9X
10X
11X
12X
 -- NAME OF LECTURER(S)
   (Dr.Oktay YILDIZ)
 -- WEB SITE(S) OF LECTURER(S)
   (http://w3.gazi.edu.tr/~oyildiz/)
 -- EMAIL(S) OF LECTURER(S)
   (oyildiz@gazi.edu.tr)