Physiotherapy | |||||
Associate | TR-NQF-HE: Level 5 | QF-EHEA: Short Cycle | EQF-LLL: Level 5 |
Course Code: | UNI327 | ||||
Course Name: | Data Analysis with R | ||||
Semester: | Spring | ||||
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 |
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3 |
4 |
5 |
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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. |
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. |
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 |