BUSINESS INTELLIGENCE

Course Description

This course provides an introduction to Business Intelligence which includes the processes, methodologies, infrastructure, and recent practices used to transform business data into useful information and support business decision-making. It also provides information technology approach to data collection and data analysis to support a variety of management tasks. Business Intelligence requires foundation knowledge in data storage and retrieval, thus this course will review logical data models for both database management systems and data warehouses. In this course, students will learn analytical components and technologies used to create dashboards and scorecards, data/text/Web mining methods used to develop intelligent systems for decision support.

BUSINESS INTELLIGENCE

Evaluation Tools (Active Term)

No evaluation items have been defined.

Course outcomes

1. 01 1.Explain the principles of business intelligence
2. 02 2.Explain the benefits of Business Intelligence for Organizations
3. 03 3. Describe the BI methodology and concepts and relate them to Dss
4. 04 4. Articulate modern concepts, theories, and research in the field of Business Intelligence (BI)
5. 05 5. Evaluate the requirements for development and management of Business Intelligence
6. 06 6. Apply BI enabling technologies in organizational settings.

Course Syllabus

Reference Books & Course Materials

1. 01 1. Business Intelligence and Analytics Systems for Decision Support, 10E, 2015, Person
2. 02 2. Business Intelligence: A Managerial Perspective on Analytics,3/E, Ramesh Sharda, Dursun Delen, efraim Turban

Learning Outcomes

1. L01 1.Explain the principles of business intelligence
2. L02 2.Explain the benefits of Business Intelligence for Organizations
3. L03 3. Describe the BI methodology and concepts and relate them to Dss
4. L04 4. Articulate modern concepts, theories, and research in the field of Business Intelligence (BI)
5. L05 5. Evaluate the requirements for development and management of Business Intelligence
6. L06 6. Apply BI enabling technologies in organizational settings.

Program Outcomes

1. P01 Adequate knowledge in mathematics, science and engineering subjects pertaining to the relevant discipline; ability to use theoretical and applied knowledge in these areas in complex engineering problems.
2. P02 Ability to identify, formulate, and solve complex engineering problems; ability to select and apply proper analysis and modelling methods for this purpose.
3. P03 Ability to design a complex system, process, device or product under realistic constraints and conditions, in such a way as to meet the desired result; ability to apply modern design methods for this purpose.
4. P04 Ability to devise, select, and use modern techniques and tools needed for analysing and solving complex problems encountered in engineering practice; ability to employ information technologies effectively
5. P05 Ability to design and conduct experiments, gather data, analyse and interpret results for investigating complex engineering problems or discipline specific research questions
6. P06 Ability to work efficiently in intra-disciplinary and multi-disciplinary teams; ability to work individually.
7. P07 Ability to communicate effectively in Turkish, both orally and in writing; knowledge of a minimum of one foreign language; ability to write effective reports and comprehend written reports, prepare design and production reports, make effective presentations, and give and receive clear and intelligible instructions.
8. P08 Recognition of the need for lifelong learning ; ability to access information, to follow developments in science and technology, and to continue to educate him/herself
9. P09 Consciousness to behave according to ethical principles and professional and ethical responsibility; knowledge on standards used in engineering practice.
10. P10 Knowledge about business life practices such as project management, risk management, and change management; awareness in entrepreneurship, innovation; knowledge about sustainable development.
11. P11 Knowledge about the global and social effects of engineering practices on health, environment, and safety, and contemporary issues of the century reflected into the field of engineering; awareness of the legal consequences of engineering solutions.

Po-Lo Matrix