Dialysis | |||||
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 Spring |
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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) Knows the competencies and responsibilities of the profession, has the theoretical and practical knowledge about the basic physical principles of dialysis. | |||||||||||||||
2) General aspects of nephrology have knowledge about renal failure, renal diseases, fluid electrolyte problems and develops solutions when faced with an unpredictable situation. | |||||||||||||||
3) Hemodiafiltration uses peritoneal dialysis and hemodialysis device. | |||||||||||||||
4) Can follow the patient from end to end in hemodialysis. | |||||||||||||||
5) To be aware of social, scientific, cultural and professional ethical values and use them in working environment. | |||||||||||||||
6) Have information about dialysis treatment methods and types. He constantly trains himself by following the technological and scientific developments in dialysis. | |||||||||||||||
7) It has the awareness of lifelong learning and directs its education to an advanced level of education in the same field or to a profession at the same level. | |||||||||||||||
8) It is prone to teamwork and has the ability to communicate effectively with other members of the health team. | |||||||||||||||
9) It follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level. | |||||||||||||||
10) Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field. | |||||||||||||||
11) Acts in accordance with laws, regulations, legislation and professional ethics rules related to its duties, rights and responsibilities as individuals. | |||||||||||||||
12) They act in accordance with quality management and processes and participate in these processes. Has sufficient knowledge about occupational safety. | |||||||||||||||
13) He is sensitive to the health problems of dialysis patients and works with a consciousness towards improving health. | |||||||||||||||
14) Has enough awareness about individual and public health, environmental protection and occupational safety. | |||||||||||||||
15) Its appearance, attitude, attitude and behavior make it an example for society. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Knows the competencies and responsibilities of the profession, has the theoretical and practical knowledge about the basic physical principles of dialysis. | |
2) | General aspects of nephrology have knowledge about renal failure, renal diseases, fluid electrolyte problems and develops solutions when faced with an unpredictable situation. | |
3) | Hemodiafiltration uses peritoneal dialysis and hemodialysis device. | |
4) | Can follow the patient from end to end in hemodialysis. | |
5) | To be aware of social, scientific, cultural and professional ethical values and use them in working environment. | |
6) | Have information about dialysis treatment methods and types. He constantly trains himself by following the technological and scientific developments in dialysis. | |
7) | It has the awareness of lifelong learning and directs its education to an advanced level of education in the same field or to a profession at the same level. | |
8) | It is prone to teamwork and has the ability to communicate effectively with other members of the health team. | |
9) | It follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level. | |
10) | Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field. | |
11) | Acts in accordance with laws, regulations, legislation and professional ethics rules related to its duties, rights and responsibilities as individuals. | |
12) | They act in accordance with quality management and processes and participate in these processes. Has sufficient knowledge about occupational safety. | |
13) | He is sensitive to the health problems of dialysis patients and works with a consciousness towards improving health. | |
14) | Has enough awareness about individual and public health, environmental protection and occupational safety. | |
15) | Its appearance, attitude, attitude and behavior make it an example for society. |
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 |