Dialysis Preview
Associate	TR-NQF-HE: Level 5	QF-EHEA: Short Cycle	EQF-LLL: Level 5

Course Introduction and Application Information

Course Code:

UNI327

Course Name:

Data Analysis with R

Semester:

Spring

Course Credits:

ECTS

Language of instruction:

Turkish

Course Condition:

Does the Course Require Work Experience?:

Type of course:

University Elective

Course Level:

Associate

TR-NQF-HE:5. Master`s Degree

QF-EHEA:Short Cycle

EQF-LLL:5. Master`s Degree

Mode of Delivery:

E-Learning

Course Coordinator:

Öğr. Gör. AYŞEGÜL ÇALIŞKAN İŞCAN

Course Lecturer(s):

Dr. Ayşegül Çalışkan İşcan

Course Assistants:

Course Objective and Content

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.

Learning Outcomes

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.

Course Flow Plan

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

Sources

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 - Program Learning Outcome Relationship

Course Learning Outcomes	1	2	3	4	5
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.

Course - Learning Outcome Relationship

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.

Assessment & Grading

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

Workload and ECTS Credit Calculation

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