Business Administration (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: |
Fall Spring |
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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. |
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 |
2 |
3 |
4 |
5 |
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Program Outcomes | ||||||||||||||
1) Using other social sciences and mathematics, they have a broad and interdisciplinary perspective on business and management sciences. | ||||||||||||||
1) Using other social sciences and mathematics, they have a broad and interdisciplinary perspective on business and management sciences. | ||||||||||||||
2) They have knowledge and skills about different functions and interactions of the enterprise. | ||||||||||||||
3) They can use different theoretical approaches to understanding and solving various business problems. | ||||||||||||||
4) Being aware of the needs of society, they use business knowledge to meet these needs. | ||||||||||||||
5) They have knowledge depthly about current problems of Turkey and Global Business World’s | ||||||||||||||
6) They can determine the objectives of the institution in which they are involved, taking into account the market needs and economic conditions. | ||||||||||||||
7) They can solve complex business problems by using various statistical techniques and numerical methods and makes analysis by using statistical programs effectively. | ||||||||||||||
8) They can use a foreign language at least B1 General Level in terms of European Language Portfolio criteria according to the education level of a foreign language. | ||||||||||||||
9) They can develops teamwork, negotiation, leadership and entrepreneurship skills. | ||||||||||||||
10) They have the knowledge of universal ethical values, social responsibility awareness and sufficient level of labor law. | ||||||||||||||
11) They can identify the individual learning needs and carries out studies to correct them by developing positive attitudes about lifelong learning. | ||||||||||||||
12) They can express their ideas and solutions both written and orally, and if required they can present and publish them on both national and international platforms. | ||||||||||||||
13) They use information and communication technologies together with computer software at the advanced level of European Computer Driving License required by the field. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Using other social sciences and mathematics, they have a broad and interdisciplinary perspective on business and management sciences. | |
1) | Using other social sciences and mathematics, they have a broad and interdisciplinary perspective on business and management sciences. | |
2) | They have knowledge and skills about different functions and interactions of the enterprise. | |
3) | They can use different theoretical approaches to understanding and solving various business problems. | |
4) | Being aware of the needs of society, they use business knowledge to meet these needs. | |
5) | They have knowledge depthly about current problems of Turkey and Global Business World’s | |
6) | They can determine the objectives of the institution in which they are involved, taking into account the market needs and economic conditions. | |
7) | They can solve complex business problems by using various statistical techniques and numerical methods and makes analysis by using statistical programs effectively. | |
8) | They can use a foreign language at least B1 General Level in terms of European Language Portfolio criteria according to the education level of a foreign language. | |
9) | They can develops teamwork, negotiation, leadership and entrepreneurship skills. | |
10) | They have the knowledge of universal ethical values, social responsibility awareness and sufficient level of labor law. | |
11) | They can identify the individual learning needs and carries out studies to correct them by developing positive attitudes about lifelong learning. | |
12) | They can express their ideas and solutions both written and orally, and if required they can present and publish them on both national and international platforms. | |
13) | They use information and communication technologies together with computer software at the advanced level of European Computer Driving 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 |