Psychology (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. |
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) Have the theoretical knowledge related to major sub areas of psychology. | ||||||||||||||
2) Apply psychological concepts and theories in a variety of applied settings. | ||||||||||||||
3) Define and explain the cognitive, emotional and behavioral processes of human beings. | ||||||||||||||
4) Evaluate psychological evidence and assumptions in a scientific and critical way. | ||||||||||||||
5) Collect and analyze psychological research data and interpret and report the findings in accordance to scientific publication rules. | ||||||||||||||
6) Develop and utilize assessment and measurement tools for psychological phenomena. | ||||||||||||||
7) Have the skills and abilities to follow innovations and developments in psyhology and other related sciences. | ||||||||||||||
8) Have knowledge and skills to work effectively on individual or group basis. | ||||||||||||||
9) Have knowledge and skills to communicate in a clear and effective manner in national and international settings. | ||||||||||||||
10) Behave in accordance with professional code of conduct and ethics related to psychology. | ||||||||||||||
11) Behave in an unprejudiced and equal way towards various identity groups such as age, gender, language, race, religion and social class in scientific and professional acitivities. | ||||||||||||||
12) Have respect for universal values and human and animal rights. | ||||||||||||||
13) Use a foreign language at least B1 level of European Language Portfolio. | ||||||||||||||
14) Use computer softwares as well as information and communication technologies at least Basic level of European Computer Driving Licence. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Have the theoretical knowledge related to major sub areas of psychology. | |
2) | Apply psychological concepts and theories in a variety of applied settings. | |
3) | Define and explain the cognitive, emotional and behavioral processes of human beings. | |
4) | Evaluate psychological evidence and assumptions in a scientific and critical way. | |
5) | Collect and analyze psychological research data and interpret and report the findings in accordance to scientific publication rules. | |
6) | Develop and utilize assessment and measurement tools for psychological phenomena. | |
7) | Have the skills and abilities to follow innovations and developments in psyhology and other related sciences. | |
8) | Have knowledge and skills to work effectively on individual or group basis. | |
9) | Have knowledge and skills to communicate in a clear and effective manner in national and international settings. | |
10) | Behave in accordance with professional code of conduct and ethics related to psychology. | |
11) | Behave in an unprejudiced and equal way towards various identity groups such as age, gender, language, race, religion and social class in scientific and professional acitivities. | |
12) | Have respect for universal values and human and animal rights. | |
13) | Use a foreign language at least B1 level of European Language Portfolio. | |
14) | Use computer softwares as well as information and communication technologies at least Basic level of European Computer Driving Licence. |
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 |