| International Trade and Business (English) | |||||
| Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 | ||
| Course Code: | UNI280 | ||||
| Course Name: | Data Analysis with R | ||||
| Semester: | Spring | ||||
| Course Credits: |
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| Language of instruction: | English | ||||
| Course Condition: | |||||
| Does the Course Require Work Experience?: | No | ||||
| Type of course: | University Elective | ||||
| Course Level: |
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| Mode of Delivery: | E-Learning | ||||
| Course Coordinator: | Öğr. Gör. AYŞEGÜL ÇALIŞKAN İŞCAN | ||||
| Course Lecturer(s): | Dr. Ayşegül Çalışkan İşcan | ||||
| Course Assistants: |
| Course Objectives: | This course aims to teach the R programming language at a basic level. |
| Course Content: | This course includes basic elements of R programming languages. |
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The students who have succeeded in this course;
1) Have knowledge about R programming language 2) Learns R programming language at a basic level. 3) Can analyze any data by using R language. 4) Can understand and manipulate any R code. 5) Can make statistical analysis by using R language. |
| Week | Subject | Related Preparation |
| 1) | Course overview | |
| 2) | R Arithmetic, Atomic Data Types | |
| 3) | Variables, Vectors | |
| 4) | Matrices | |
| 5) | Lists, Data Frames | |
| 6) | Factors, Reading and Writing Data | |
| 7) | Exercises, Lesson Repetition | |
| 8) | Mid-term Week | |
| 9) | Control flow, functions | |
| 10) | Exploring and Preparing Data | |
| 11) | Working with text data | |
| 12) | Preparing Numeric Data, Dealing with Dates | |
| 13) | Merging data, Frequency tables | |
| 14) | Plotting in Base R, plotting with ggplot2 |
| Course Notes / Textbooks: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
| References: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
| Course Learning Outcomes | 1 |
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| Program Outcomes | |||||||||||||
| 1) Has a broad and interdisciplinary perspective on international business and trade by the use of social sciences and mathematics, | |||||||||||||
| 2) Possess the knowledge and skills related to different functions and interactions of international business and trade. | |||||||||||||
| 3) Possess the knowledge and skills to interpret the data, concepts and ideas in the field of international business and trade with scientific and technological methods. | |||||||||||||
| 4) Use different theoretical approaches to understanding and solving various business and trade problems. | |||||||||||||
| 5) Explains the competitiveness of the countries with the requirements of international competition and interprets the functioning of the actors and regulatory structures in the international environment. | |||||||||||||
| 6) Understands the value of developing new trade projects and generating strategies within international market needs. | |||||||||||||
| 7) Solves complex business and global trade problems by using various statistical techniques and numerical methods and makes analyzes by using statistical programs effectively. | |||||||||||||
| 8) Uses a foreign language at the B1 General Level in terms of European Language Portfolio criteria according to the level of education. | |||||||||||||
| 9) Develops teamwork, negotiation, leadership and entrepreneurship skills. | |||||||||||||
| 10) Possess the knowledge of universal ethical values, social responsibility and sufficient legal and regulatory knowledge. | |||||||||||||
| 11) Develops positive attitudes related to lifelong learning and identifies individual learning needs and carries out studies to correct them. | |||||||||||||
| 12) Students will be able to communicate their ideas and solutions both written and orally, and present and publish them on both national and international platforms. | |||||||||||||
| 13) Uses information and communication technologies together with computer software at the advanced level of European Computer Using License required by the field. | |||||||||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | Has a broad and interdisciplinary perspective on international business and trade by the use of social sciences and mathematics, | |
| 2) | Possess the knowledge and skills related to different functions and interactions of international business and trade. | |
| 3) | Possess the knowledge and skills to interpret the data, concepts and ideas in the field of international business and trade with scientific and technological methods. | |
| 4) | Use different theoretical approaches to understanding and solving various business and trade problems. | |
| 5) | Explains the competitiveness of the countries with the requirements of international competition and interprets the functioning of the actors and regulatory structures in the international environment. | |
| 6) | Understands the value of developing new trade projects and generating strategies within international market needs. | |
| 7) | Solves complex business and global trade problems by using various statistical techniques and numerical methods and makes analyzes by using statistical programs effectively. | |
| 8) | Uses a foreign language at the B1 General Level in terms of European Language Portfolio criteria according to the level of education. | |
| 9) | Develops teamwork, negotiation, leadership and entrepreneurship skills. | |
| 10) | Possess the knowledge of universal ethical values, social responsibility and sufficient legal and regulatory knowledge. | |
| 11) | Develops positive attitudes related to lifelong learning and identifies individual learning needs and carries out studies to correct them. | |
| 12) | Students will be able to communicate their ideas and solutions both written and orally, and present and publish them on both national and international platforms. | |
| 13) | Uses information and communication technologies together with computer software at the advanced level of European Computer Using License required by the field. |
| Semester Requirements | Number of Activities | Level of Contribution |
| Application | 13 | % 20 |
| Midterms | 1 | % 30 |
| Final | 1 | % 50 |
| total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 50 | |
| PERCENTAGE OF FINAL WORK | % 50 | |
| total | % 100 | |
| Activities | Number of Activities | Preparation for the Activity | Spent for the Activity Itself | Completing the Activity Requirements | Workload | ||
| Course Hours | 13 | 1 | 3 | 1 | 65 | ||
| Homework Assignments | 13 | 1 | 1 | 26 | |||
| Midterms | 1 | 14 | 1 | 1 | 16 | ||
| Final | 1 | 28 | 1 | 1 | 30 | ||
| Total Workload | 137 | ||||||