Physiotherapy 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) Has the ability to use information technologies and devices that require special expertise effectively.
2) Combining the basic principles of science with technology, he/she has the ability to apply effectively in the field of physical therapy and rehabilitation.
3) Has knowledge about treatment methods for muscle and skeletal systems.
4) Has the ability to use information technologies and devices that require special expertise effectively.
5) Be able to follow the innovations, changes and developments in science and technology and analyze them with an integrated approach.
6) He/she has the knowledge of the techniques and methods necessary to apply physical therapy, and the knowledge of ethical principles and rules.
7) Follows the knowledge in the field by using a foreign language at least at the A2 General Level of the European Language Portfolio.
8) He/she uses information and communication technologies together with computer software at the minimum level of European Computer Use License required by his/her field.
9) It has a lifelong learning awareness and directs its learning to an advanced education level in the same field or a profession at the same level.
10) It contributes to projects and activities for the social environment in which it lives, with a sense of social responsibility. He/she sets an example for the society with her/his appearance, manners, attitudes and behaviors.
11) Has sufficient awareness of individual and public health, environmental protection and occupational safety.
12) He/she has the experience of working with other fields that may be related to her/his field.
13) Has sufficient awareness of occupational health and safety issues.
14) In case of encountering an unforeseen situation in matters related to her/his field, he/she takes responsibility and develops solutions.
15) He/she carries out a given task independently by using his/her basic knowledge about physiotherapy.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	Has the ability to use information technologies and devices that require special expertise effectively.
2)	Combining the basic principles of science with technology, he/she has the ability to apply effectively in the field of physical therapy and rehabilitation.
3)	Has knowledge about treatment methods for muscle and skeletal systems.
4)	Has the ability to use information technologies and devices that require special expertise effectively.
5)	Be able to follow the innovations, changes and developments in science and technology and analyze them with an integrated approach.
6)	He/she has the knowledge of the techniques and methods necessary to apply physical therapy, and the knowledge of ethical principles and rules.
7)	Follows the knowledge in the field by using a foreign language at least at the A2 General Level of the European Language Portfolio.
8)	He/she uses information and communication technologies together with computer software at the minimum level of European Computer Use License required by his/her field.
9)	It has a lifelong learning awareness and directs its learning to an advanced education level in the same field or a profession at the same level.
10)	It contributes to projects and activities for the social environment in which it lives, with a sense of social responsibility. He/she sets an example for the society with her/his appearance, manners, attitudes and behaviors.
11)	Has sufficient awareness of individual and public health, environmental protection and occupational safety.
12)	He/she has the experience of working with other fields that may be related to her/his field.
13)	Has sufficient awareness of occupational health and safety issues.
14)	In case of encountering an unforeseen situation in matters related to her/his field, he/she takes responsibility and develops solutions.
15)	He/she carries out a given task independently by using his/her basic knowledge about physiotherapy.

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