Course Name Code Semester T+U Hours Credit ECTS
Data Analysis YBS 518 0 3 + 0 3 6
Precondition Courses
Recommended Optional Courses
Course Language Turkish
Course Level yuksek_lisans
Course Type Optional
Course Coordinator Doç.Dr. NİHAL SÜTÜTEMİZ
Course Lecturers Doç.Dr. NİHAL SÜTÜTEMİZ,
Course Assistants
Course Category
Course Objective
Course Content
# Course Learning Outcomes Teaching Methods Assessment Methods
1 Have information about the scientific research process Lecture, Question-Answer, Testing, Homework,
2 Makes data entry to SPSS Lecture, Question-Answer, Drilland Practice, Project Based Learning, Testing, Homework,
3 Performs data editing and data cleaning in SPSS Lecture, Question-Answer, Drilland Practice, Project Based Learning, Testing, Homework,
4 Apply and interpret basic statistics Lecture, Question-Answer, Drilland Practice, Project Based Learning, Testing, Homework,
5 Can explain the relationships between variables statistically Lecture, Question-Answer, Drilland Practice, Project Based Learning, Testing, Homework,
6 Have knowledge about constructing hypothesis and concept of hypothesis Lecture, Question-Answer, Drilland Practice, Project Based Learning, Testing, Homework,
7 Apply parametric and nonparametric hypothesis tests and interpret the findings Testing, Homework,
Week Course Topics Preliminary Preparation
1 Scientific research and scientific research process
2 Introduction to SPSS
3 Editing data in SPSS
4 Descriptive statistics in SPSS
5 Chi-Square Analysis
6 Correlation Analysis
7 Regression Analysis
8 MIDTERM
9 t-test
10 Analysis of Variance
11 Factor Analysis
12 Discriminant Analysis
13 Cluster Analysis
14 Nonparametric Analysis
Resources
Course Notes
Course Resources
Order Program Outcomes Level of Contribution
1 2 3 4 5
1 Can use next generation computing-based business analytics techniques and apply these methods to business problems
2 Offers developed solutions with information technologies such as Business Intelligence tools X
3 Makes the routine decisions necessary for the execution of operational works with the help of information technologies. X
4 Makes medium and long term strategic decisions with the help of information systems. X
5 Can transform business processes into electronic form with the help of information systems
6 Contributes to the sustainability of processes with electronic transformation. X
7 Makes a basic literature search on the field. X
8 Knows about research methodology and applies this knowledge to informatics issues. X
9 Leading the working group by communicating within the team in teamwork. X
10 Effectively uses group communication technologies in IT projects management. X
Evaluation System
Semester Studies Contribution Rate
1. Ödev 60
1. Ara Sınav 40
Total 100
1. Yıl İçinin Başarıya 60
1. Final 40
Total 100
ECTS - Workload Activity Quantity Time (Hours) Total Workload (Hours)
Course Duration (Including the exam week: 16x Total course hours) 16 4 64
Hours for off-the-classroom study (Pre-study, practice) 16 4 64
Mid-terms 1 3 3
Quiz 1 3 3
Final examination 1 6 6
Total Workload 140
Total Workload / 25 (Hours) 5.6
dersAKTSKredisi 6