INFORMATION TECHNOLOGIES (TURKISH, NONTHESIS)
Master	TR-NQF-HE: Level 7	QF-EHEA: Second Cycle	EQF-LLL: Level 7

Course Introduction and Application Information

Course Code	Course Name	Semester	Theoretical	Practical	Credit	ECTS
YZM5550	Business Intelligence	Fall Spring	3	0	3	12

This catalog is for information purposes. Course status is determined by the relevant department at the beginning of semester.

Basic information

Language of instruction:	Turkish
Type of course:	Departmental Elective
Course Level:
Mode of Delivery:	Face to face
Course Coordinator :	Prof. Dr. MEHMET ALPER TUNGA
Course Lecturer(s):	Assist. Prof. SERKAN AYVAZ
Recommended Optional Program Components:	None.
Course Objectives:	Participants will learn the usage based on business intelligence, data mining, business intelligence methods will contribute, open-source and commercial develop business intelligence solutions, and application will be introduced.

Learning Outcomes

The students who have succeeded in this course;
1. Describe the concepts of business intelligence
2. Use the reporting tools
3. Define the contributions of data mining
4. Use basic ETL tools

Course Content

The content of this course is composed of introduction to business intelligence, database management systems, the data warehouse models and architectures - the application, data warehouses Datamarts, data mining - 0 (preprocessing), data mining - 1 (driven methodology and algorithms), data mining - 2 (Guided algorithms continued), data mining - 3 (non-guided algorithms).

Weekly Detailed Course Contents

Week	Subject	Related Preparation
1)	Introduction to Business Intelligence
2)	Database management systems – 1
3)	Database management systems – 2
4)	The data warehouse models and architectures - the application
5)	Data warehouses Datamarts
6)	Data Mining - 0 (preprocessing)
7)	Data Mining - 0 (preprocessing) + Midterm Exam
8)	Data Mining - 1 (driven methodology and algorithms)
9)	Data Mining - 2 (Guided algorithms continued)
10)	Data Mining - 3 (non-guided algorithms)
11)	Project Presentations – 1
12)	Project Presentations – 2
13)	Project Presentations – 3
14)	Overall assessment and closing

Sources

Course Notes / Textbooks:	Will be given weekly.
References:	Yok - None.

Evaluation System

Semester Requirements	Number of Activities	Level of Contribution
Attendance	14	% 5
Homework Assignments	5	% 15
Project	3	% 20
Midterms	1	% 20
Final	1	% 40
Total		% 100
PERCENTAGE OF SEMESTER WORK		% 40
PERCENTAGE OF FINAL WORK		% 60
Total		% 100

ECTS / Workload Table

Activities	Number of Activities	Duration (Hours)	Workload
Course Hours	14	3	42
Application	14	3	42
Study Hours Out of Class	14	3	42
Midterms	1	22	22
Final	1	41	41
Total Workload			189

Contribution of Learning Outcomes to Programme Outcomes

No Effect	1 Lowest	2 Low	3 Average	4 High	5 Highest

	Program Outcomes	Level of Contribution
1)	Follows the scientific literature in the field of Information Technology, critically analyzes it, and effectively utilizes it in solving complex IT problems.
2)	Designs, plans, implements, and manages original projects related to the field of Information Technology.
3)	Conducts independent studies in the field of Information Technology, assumes scientific responsibility, and evaluates the findings with a critical perspective.
4)	Presents the outcomes of research and projects effectively in written, oral, and visual forms, in accordance with academic and professional standards.
5)	Conducts independent research on specialized topics within the field, develops innovative and original ideas, and translates this knowledge into practice and technology.
6)	Effectively applies advanced theoretical knowledge and practical skills specific to the field of Information Technology; analyzes and develops current software, hardware, and system solutions.
7)	Acts in accordance with professional, scientific, and ethical principles; takes responsibility by considering the societal, environmental, and ethical impacts of IT applications.