Economics (English)
Bachelor TR-NQF-HE: Level 6 QF-EHEA: First Cycle EQF-LLL: Level 6

Course Introduction and Application Information

Course Code: EASF302
Course Name: Business Analytics
Semester: Spring
Course Credits:
ECTS
5
Language of instruction: English
Course Condition:
Does the Course Require Work Experience?: No
Type of course: Compulsory Courses
Course Level:
Bachelor TR-NQF-HE:6. Master`s Degree QF-EHEA:First Cycle EQF-LLL:6. Master`s Degree
Mode of Delivery: E-Learning
Course Coordinator: Dr. Öğr. Üy. FATİH KİRAZ
Course Lecturer(s): Dr. Öğr. Üy. ORHAN ÖZAYDIN
Course Assistants:

Course Objective and Content

Course Objectives: This course is designed to provide students with an understanding of transforming data into action through analysis and insights in the context of organizational decision making and problem solving.
Course Content: Basic statistical concepts. R Programming. Data development, reporting and analysis.

Learning Outcomes

The students who have succeeded in this course;
1) Understand how to use business analytics to formulate and solve business problems.
2) Understand the processes required to develop, report and analyze business data.
3) Learn how to use and apply R Programming and its add-ins to solve business problems.

Course Flow Plan

Week Subject Related Preparation
1) Introduction and Basic Concepts
2) Introduction to Statistics
3) R Programming
4) Data
5) Problem Definition
6) Statistical Techniques
7) Statistical Techniques (cont.)
8) Regression Techniques
9) Regression Techniques (cont.)
10) Predictive Analytics
11) Machine Learning
12) Prediction Evaluation
13) Visualising
14) Reporting
15) Finals Week

Sources

Course Notes / Textbooks: Lecturer's notes
Öğretim üyesi notları
References: Steven Orla Kimbrough, Hoong Chuin Lau, Business Analytics for Decision Making, Chapman and Hall/CRC, 2016, ISBN 9781482221763

Course - Program Learning Outcome Relationship

Course Learning Outcomes

1

2

3
Program Outcomes
1) They have a broad and interdisciplinary perspective on economics using other social sciences and mathematics.
2) They have knowledge and skill about different functions and interactions of economy.
3) They use different theoretical approaches to comprehend and solve various economic problems.
4) They are aware of the needs of society and use their knowledge of economics to meet these needs.
5) They have in-depth knowledge on the current issues of the Turkish economy and the global economy.
6) They have in-depth knowledge on the history of the Turkish economy and basic level knowledge on the history of the global economy.
7) Using various statistical techniques and numerical methods, they establish correct economic models and make analyzes by using statistical programs effectively.
8) They use a foreign language at least at the B1 General Level in terms of European Language Portfolio criteria according to the level of education.
9) They improve their skills of teamwork, negotiation, leadership and entrepreneurship.
10) They have universal ethical values, social responsibility awareness and adequate knowledge of business law.
11) Being able to develop positive attitudes with regards to lifelong learning, they identify their individual learning needs and carry out studies to fulfil them.
12) They express their ideas and solution proposals concerning their field both written and orally, and present and publish them on both national and international platforms.
13) They use information and communication technologies together with a computer software required by the field at least at advanced level of European Computer Driving License .

Course - Learning Outcome Relationship

No Effect 1 Lowest 2 Average 3 Highest
       
Program Outcomes Level of Contribution
1) They have a broad and interdisciplinary perspective on economics using other social sciences and mathematics.
2) They have knowledge and skill about different functions and interactions of economy.
3) They use different theoretical approaches to comprehend and solve various economic problems.
4) They are aware of the needs of society and use their knowledge of economics to meet these needs.
5) They have in-depth knowledge on the current issues of the Turkish economy and the global economy.
6) They have in-depth knowledge on the history of the Turkish economy and basic level knowledge on the history of the global economy.
7) Using various statistical techniques and numerical methods, they establish correct economic models and make analyzes by using statistical programs effectively.
8) They use a foreign language at least at the B1 General Level in terms of European Language Portfolio criteria according to the level of education.
9) They improve their skills of teamwork, negotiation, leadership and entrepreneurship.
10) They have universal ethical values, social responsibility awareness and adequate knowledge of business law.
11) Being able to develop positive attitudes with regards to lifelong learning, they identify their individual learning needs and carry out studies to fulfil them.
12) They express their ideas and solution proposals concerning their field both written and orally, and present and publish them on both national and international platforms.
13) They use information and communication technologies together with a computer software required by the field at least at advanced level of European Computer Driving License .

Assessment & Grading

Semester Requirements Number of Activities Level of Contribution
Homework Assignments 1 % 50
Final 1 % 50
total % 100
PERCENTAGE OF SEMESTER WORK % 50
PERCENTAGE OF FINAL WORK % 50
total % 100

Workload and ECTS Credit Calculation

Activities Number of Activities Preparation for the Activity Spent for the Activity Itself Completing the Activity Requirements Workload
Course Hours 14 0 3 42
Study Hours Out of Class 14 0 2 28
Project 1 0 20 20
Final 1 33 2 35
Total Workload 125