COP4408 OBASE Business IntelligenceBahçeşehir UniversityDegree Programs INTERIOR ARCHITECTURE AND ENVIRONMENTAL DESIGNGeneral Information For StudentsDiploma SupplementErasmus Policy StatementNational QualificationsBologna Commission
INTERIOR ARCHITECTURE AND ENVIRONMENTAL DESIGN
Bachelor TR-NQF-HE: Level 6 QF-EHEA: First Cycle EQF-LLL: Level 6

Course Introduction and Application Information

Course Code Course Name Semester Theoretical Practical Credit ECTS
COP4408 OBASE Business Intelligence Spring 3 0 3 5
This catalog is for information purposes. Course status is determined by the relevant department at the beginning of semester.

Basic information

Language of instruction: English
Type of course: Non-Departmental Elective
Course Level: Bachelor’s Degree (First Cycle)
Mode of Delivery: Face to face
Course Coordinator : Prof. Dr. ADEM KARAHOCA
Course Lecturer(s): Prof. Dr. ADEM KARAHOCA
Recommended Optional Program Components: None
Course Objectives: The course provides the student with an introduction to the basic and more advanced concepts of Business Intelligence and discusses the architectures of possible solutions.

Learning Outcomes

The students who have succeeded in this course;
1. Define basic concepts and categories of business intelligence and business intelligence market
2. Describe data warehouse architectures
3. Define relational models, construct normalized data models and identify queries to data sources with SQL.
4. Discuss case studies in terms of business intelligence concepts
5. Specify data mining and clustering methods
6. Describe neural networks
7. Define decision trees
8. Identify business intelligence front end applications
9. Prepare project presentations

Course Content

Concepts of business intelligence, data warehousing, rdbms concepts, modeling the dimensions and creating the aggregations, panel - case studies, introduction to data mining unsupervised methods, supervised methods, business intelligence front end

Weekly Detailed Course Contents

Week Subject Related Preparation
1) Introduction to Business Intelligence
2) Data Warehousing
3) RDBMS Concepts I
4) RDBMS Concepts II
5) Modeling the Dimensions and Creating the Aggregations
6) Modeling the Dimensions and Creating the Aggregations
7) Panel - Case Study: Migros
8) Introduction to Data Mining Unsupervised Methods
9) Introduction to Data Mining Unsupervised Methods
10) Supervised Methods
11) Supervised Methods
12) Business Intelligence Front End
13) Project Presentations
14) Panel – Case Study: Turkcell

Sources

Course Notes / Textbooks: Corporate Information Factory, W. H. Inmon, Claudia Imhoff, Ryan Sousa, 2001, 0471399612

Business intelligence : a managerial approach, E. Turban, R. Sharda, J.E. Arnsson, D. King, 2007, 013234761X

The Data Warehouse Toolkit, R. Kimball, M. Ross, 1996, 0471153370
References: Yok

Evaluation System

Semester Requirements Number of Activities Level of Contribution
Attendance 1 % 10
Project 1 % 35
Midterms 1 % 15
Final 1 % 40
Total % 100
PERCENTAGE OF SEMESTER WORK % 25
PERCENTAGE OF FINAL WORK % 75
Total % 100

ECTS / Workload Table

Activities Number of Activities Duration (Hours) Workload
Course Hours 14 3 42
Study Hours Out of Class 3 5 15
Project 1 20 20
Midterms 1 18 18
Final 1 20 20
Total Workload 115

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) Setting up various spaces in national and international contexts, carrying out designs, planning and applications that could satisfy various user groups and respond various requirements in the field of Interior Architecture,
2) Analyzing the information gathered from the framework of actual physical, social and economical constraints and user requirements, and synthesizing these with diverse knowledge and considerations in order to create innovative spatial solutions,
3) Generating creative, innovative, aesthetic and unique spatial solutions by using tangible and abstract concepts,
4) Using at least one of the illustration and presentation technologies competently, that the field of interior architecture requires,
5) Reporting, presenting and transferring the design, practice and research studies to the specialists or laymen by using visual, textual or oral communication methods, efficiently and accurately,
6) Embracing and prioritizing man-environment relationships, user health, safety and security, and universal design principles in the field of interior architecture,
7) Design understanding and decision making that respects social and cultural rights of the society, cultural heritage and nature,
8) Being aware of national and international values, following developments and being equipped about ethical and aesthetical subjects in the fields of interior architecture, design and art,
9) Having absolute conscious about legal regulations, standards and principles; and realizing professional ethics, duties and responsibilities in the field of Interior Architecture,