Justice | |||||
Associate | TR-NQF-HE: Level 5 | QF-EHEA: Short Cycle | EQF-LLL: Level 5 |
Course Code: | UNI327 | ||||
Course Name: | Data Analysis with R | ||||
Semester: | Fall | ||||
Course Credits: |
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Language of instruction: | Turkish | ||||
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) Has the ability to understand, comprehend and use what he / she reads as the basic legal concepts. | |||||||||||||||
2) Has knowledge about the main differences and consequences of private law and public law. | |||||||||||||||
3) Learns the analytical thinking method and has the ability to compare and use legal concepts. | |||||||||||||||
4) Gains the ability to use theoretical knowledge in practical application through case studies. | |||||||||||||||
5) Comprehensive knowledge of the structure and functioning of the judiciary can be done in order to determine the authorities in which legal problems can be solved. | |||||||||||||||
6) Has the ability to access and use the information sources of the law effectively and has the ability of self-improvement in the vocational field by adapting to the changes. | |||||||||||||||
7) Have comprehensive knowledge and skills about information technologies required by judicial mechanism. | |||||||||||||||
8) To be able to have knowledge about the structure, duties and functioning of the state organization and follow the necessary legislation. | |||||||||||||||
9) Have comprehensive knowledge about the individual's rights and obligations arising from the domestic law as well as the international law and is capable of reflecting this knowledge to the practical application. | |||||||||||||||
10) Express the legal knowledge effectively both in written and oral form in accordance with the requirements of the profession. | |||||||||||||||
11) It uses information and communication technologies together with computer software at the basic level of at least European Computer use license required by the field. | |||||||||||||||
12) Has knowledge about pen legislation and can use forensic correspondence by using a quick keyboard. | |||||||||||||||
13) Have knowledge about the specific rules and professional ethics of the professions in the field of law and have the competence to apply them to his / her profession. | |||||||||||||||
14) He / She assimilates the structure and rules of the Turkish language and is competent to apply this knowledge to the accepted standards of legal texts. | |||||||||||||||
15) He / she follows developments in his / her field and communicates with his / her colleagues at the A2 level in terms of European Language Portfolio criterion according to education level. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Has the ability to understand, comprehend and use what he / she reads as the basic legal concepts. | |
2) | Has knowledge about the main differences and consequences of private law and public law. | |
3) | Learns the analytical thinking method and has the ability to compare and use legal concepts. | |
4) | Gains the ability to use theoretical knowledge in practical application through case studies. | |
5) | Comprehensive knowledge of the structure and functioning of the judiciary can be done in order to determine the authorities in which legal problems can be solved. | |
6) | Has the ability to access and use the information sources of the law effectively and has the ability of self-improvement in the vocational field by adapting to the changes. | |
7) | Have comprehensive knowledge and skills about information technologies required by judicial mechanism. | |
8) | To be able to have knowledge about the structure, duties and functioning of the state organization and follow the necessary legislation. | |
9) | Have comprehensive knowledge about the individual's rights and obligations arising from the domestic law as well as the international law and is capable of reflecting this knowledge to the practical application. | |
10) | Express the legal knowledge effectively both in written and oral form in accordance with the requirements of the profession. | |
11) | It uses information and communication technologies together with computer software at the basic level of at least European Computer use license required by the field. | |
12) | Has knowledge about pen legislation and can use forensic correspondence by using a quick keyboard. | |
13) | Have knowledge about the specific rules and professional ethics of the professions in the field of law and have the competence to apply them to his / her profession. | |
14) | He / She assimilates the structure and rules of the Turkish language and is competent to apply this knowledge to the accepted standards of legal texts. | |
15) | He / she follows developments in his / her field and communicates with his / her colleagues at the A2 level in terms of European Language Portfolio criterion according to education level. |
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 | Workload |
Course Hours | 15 | 45 |
Study Hours Out of Class | 16 | 16 |
Project | 1 | 8 |
Midterms | 1 | 1 |
Total Workload | 70 |