| Oral and Dental Health | |||||
| 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. |
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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) He/ She has a basic level of theoretical and practical knowledge about oral and dental health. | ||||||||||||||||
| 2) He/ She knows and applies the ethical principles and rules in the field. | ||||||||||||||||
| 3) He/ She participate in sterilization and disinfection studies. | ||||||||||||||||
| 4) He/ She carries out the assigned task independently by using its basic knowledge about oral and dental health field and when it encounters an unpredictable situation, he/she takes responsibility and develops solutions. | ||||||||||||||||
| 5) He/ She has the awareness of lifelong learning and directs his/her education to an advanced level of education in the same field or to a profession at the same level. | ||||||||||||||||
| 6) He/ She evaluates the basic knowledge and skills acquired in the field of Oral and Dental Health with a critical approach; determine learning needs and direct their learning. | ||||||||||||||||
| 7) He/ She is sensitive to the events on the agenda of the community and the world about Oral and Dental Health and follows the developments, informs the related persons and institutions by using the basic knowledge and skills in these subjects. | ||||||||||||||||
| 8) He/ She communicates effectively, | ||||||||||||||||
| 9) He/ She follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level. | ||||||||||||||||
| 10) He/ She use computer software and information and communication technologies at the basic level of European Computer Driving License required by the field. | ||||||||||||||||
| 11) He/ She contributes to social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to Oral and Dental Health field. | ||||||||||||||||
| 12) He/ She behaves and participates in the quality management and processes. | ||||||||||||||||
| 13) He/ She has enough awareness about individual and public health, environmental protection and occupational safety. | ||||||||||||||||
| 14) He/ She develops himself/ herself by following the developments in science and technology related to his field with the awareness of the necessity of lifelong learning. | ||||||||||||||||
| 15) His/ Her appearance, attitude, attitude and behavior make it an example for society. | ||||||||||||||||
| 16) Has basic theoretical and applied knowledge about Oral and Dental Health. Knows the ethical principles and rules of oral and dental health. | ||||||||||||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | He/ She has a basic level of theoretical and practical knowledge about oral and dental health. | |
| 2) | He/ She knows and applies the ethical principles and rules in the field. | |
| 3) | He/ She participate in sterilization and disinfection studies. | |
| 4) | He/ She carries out the assigned task independently by using its basic knowledge about oral and dental health field and when it encounters an unpredictable situation, he/she takes responsibility and develops solutions. | |
| 5) | He/ She has the awareness of lifelong learning and directs his/her education to an advanced level of education in the same field or to a profession at the same level. | |
| 6) | He/ She evaluates the basic knowledge and skills acquired in the field of Oral and Dental Health with a critical approach; determine learning needs and direct their learning. | |
| 7) | He/ She is sensitive to the events on the agenda of the community and the world about Oral and Dental Health and follows the developments, informs the related persons and institutions by using the basic knowledge and skills in these subjects. | |
| 8) | He/ She communicates effectively, | |
| 9) | He/ She follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level. | |
| 10) | He/ She use computer software and information and communication technologies at the basic level of European Computer Driving License required by the field. | |
| 11) | He/ She contributes to social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to Oral and Dental Health field. | |
| 12) | He/ She behaves and participates in the quality management and processes. | |
| 13) | He/ She has enough awareness about individual and public health, environmental protection and occupational safety. | |
| 14) | He/ She develops himself/ herself by following the developments in science and technology related to his field with the awareness of the necessity of lifelong learning. | |
| 15) | His/ Her appearance, attitude, attitude and behavior make it an example for society. | |
| 16) | Has basic theoretical and applied knowledge about Oral and Dental Health. Knows the ethical principles and rules of oral and dental health. |
| 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 | |