Pharmacy Services | |||||
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 |
2 |
3 |
4 |
5 |
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Program Outcomes | ||||||||||||||
1) Has the knowledge and knowledge to follow the resources related to the profession and has the ability to communicate properly in oral and written form. | ||||||||||||||
2) Have knowledge about research methods of drugs and necessary resources related to the profession. | ||||||||||||||
3) Has knowledge about regulations and legislation related to pharmacy and drugs. | ||||||||||||||
4) Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field. | ||||||||||||||
5) Has enough awareness about individual and public health, environmental protection and occupational safety. | ||||||||||||||
6) Has the ability to use computer programs in the field of pharmacy. | ||||||||||||||
7) Uses a foreign language at least at the level of the European Language Portfolio A2 General and follows the information in the field. | ||||||||||||||
8) Has awareness of lifelong learning and it directs its education to a further education level or a profession in the same field. | ||||||||||||||
9) Performs expiration dates and inventory controls of the products; identify deficiencies. It is responsible for keeping the products in proper storage and storage. | ||||||||||||||
10) They act in accordance with quality management and processes. | ||||||||||||||
11) In the control of the pharmacist or the responsible manager, he has the ability to make necessary directions to patients and their relatives about drug use. | ||||||||||||||
12) Have the discipline necessary for team work, high communication skills, technical and application knowledge. | ||||||||||||||
13) It conducts a given task independently by using its basic knowledge. When it encounters an unpredictable situation, it takes responsibility and develops solutions. Collaborates with other fields related to the field. | ||||||||||||||
14) As a Pharmacy Technician, it follows the instructions related to pharmaceuticals, pharmaceuticals, medical products, medical products and dermocosmetics. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Has the knowledge and knowledge to follow the resources related to the profession and has the ability to communicate properly in oral and written form. | |
2) | Have knowledge about research methods of drugs and necessary resources related to the profession. | |
3) | Has knowledge about regulations and legislation related to pharmacy and drugs. | |
4) | Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field. | |
5) | Has enough awareness about individual and public health, environmental protection and occupational safety. | |
6) | Has the ability to use computer programs in the field of pharmacy. | |
7) | Uses a foreign language at least at the level of the European Language Portfolio A2 General and follows the information in the field. | |
8) | Has awareness of lifelong learning and it directs its education to a further education level or a profession in the same field. | |
9) | Performs expiration dates and inventory controls of the products; identify deficiencies. It is responsible for keeping the products in proper storage and storage. | |
10) | They act in accordance with quality management and processes. | |
11) | In the control of the pharmacist or the responsible manager, he has the ability to make necessary directions to patients and their relatives about drug use. | |
12) | Have the discipline necessary for team work, high communication skills, technical and application knowledge. | |
13) | It conducts a given task independently by using its basic knowledge. When it encounters an unpredictable situation, it takes responsibility and develops solutions. Collaborates with other fields related to the field. | |
14) | As a Pharmacy Technician, it follows the instructions related to pharmaceuticals, pharmaceuticals, medical products, medical products and dermocosmetics. |
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 |