Nutrition and Dietetics | |||||
Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 |
Course Code: | UNI327 | ||||
Course Name: | Data Analysis with R | ||||
Semester: |
Fall Spring |
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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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Program Outcomes | |||||||||||||||
1) To be able to evaluate the basic knowledge and evidence-based developments in the field of Nutrition and Dietetics, research, implementation, accuracy, reliability and validity. | |||||||||||||||
2) To be able to develop an individual-specific nutritional plan and program in accordance with the rules of adequate and balanced nutrition, determination of energy and nutrient requirements of individuals with scientific methods. | |||||||||||||||
3) Develop the nutritional and nutritional plan and policy for the protection, improvement and improvement of health by using methods for determining the nutritional status of the population. | |||||||||||||||
4) To be able to evaluate the factors affecting the nutritional quality of the individual and society in production consumption chain and apply standards and legal regulations on food safety and security. | |||||||||||||||
5) To use the current technologies, computer and information processing skills in the process of gathering and implementing basic information about Nutrition and Dietetics, having the ability of problem solving and decision making, creating a research project, information gathering and report preparation process. | |||||||||||||||
6) Defines, evaluates, interprets, produces solutions, produces medical nutrition therapy, makes team work with all national and international stakeholders in health and social fields, acts according to ethical rules by using current knowledge and skills acquired in Nutrition and Dietetics field. | |||||||||||||||
7) Taking into consideration the energy and nutrient requirements of the target group, evaluating the Nutrition and Dietetic aspects, makes menu planning in the institutions which are mass-fed and takes care of the food safety at all stages from the purchase of food to the service, and utilizes the technological developments in providing the appropriate service delivery. | |||||||||||||||
8) Develops and implements strategies to encourage individuals and communities to choose safe and healthy foods, and prepares and updates relevant educational materials. | |||||||||||||||
9) Makes laboratory applications for product development, nutrient analysis and factors affecting quality, evaluates and evaluates according to legal regulations. | |||||||||||||||
10) Plans, manages, evaluates, monitors, reports and leads teamwork and supports the creation of national and international nutritional and nutritional plans and policies to promote healthy nutrition awareness of individuals and society throughout the life cycle. | |||||||||||||||
11) Plans, implements, monitors and evaluates the appropriate medical nutrition therapy in an interdisciplinary approach, taking into account the sociocultural and economic structure of patients with different age groups. Participates in clinical trials. | |||||||||||||||
12) Uses English at an adequate level to follow professional developments and to communicate with colleagues, patients and the community. | |||||||||||||||
13) Uses current informatics and communication technologies effectively to reach and disseminate information in the field. | |||||||||||||||
14) All field studies and scientific studies work in teams with their colleagues and different professions. | |||||||||||||||
15) Performs his / her duties within the framework of Professional Responsibility and ethical values, adopts the importance of lifelong learning and continuously develops himself / herself by following the developments in science, technology and health, and ensures the progress and development of the profession of dietician. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | To be able to evaluate the basic knowledge and evidence-based developments in the field of Nutrition and Dietetics, research, implementation, accuracy, reliability and validity. | |
2) | To be able to develop an individual-specific nutritional plan and program in accordance with the rules of adequate and balanced nutrition, determination of energy and nutrient requirements of individuals with scientific methods. | |
3) | Develop the nutritional and nutritional plan and policy for the protection, improvement and improvement of health by using methods for determining the nutritional status of the population. | |
4) | To be able to evaluate the factors affecting the nutritional quality of the individual and society in production consumption chain and apply standards and legal regulations on food safety and security. | |
5) | To use the current technologies, computer and information processing skills in the process of gathering and implementing basic information about Nutrition and Dietetics, having the ability of problem solving and decision making, creating a research project, information gathering and report preparation process. | |
6) | Defines, evaluates, interprets, produces solutions, produces medical nutrition therapy, makes team work with all national and international stakeholders in health and social fields, acts according to ethical rules by using current knowledge and skills acquired in Nutrition and Dietetics field. | |
7) | Taking into consideration the energy and nutrient requirements of the target group, evaluating the Nutrition and Dietetic aspects, makes menu planning in the institutions which are mass-fed and takes care of the food safety at all stages from the purchase of food to the service, and utilizes the technological developments in providing the appropriate service delivery. | |
8) | Develops and implements strategies to encourage individuals and communities to choose safe and healthy foods, and prepares and updates relevant educational materials. | |
9) | Makes laboratory applications for product development, nutrient analysis and factors affecting quality, evaluates and evaluates according to legal regulations. | |
10) | Plans, manages, evaluates, monitors, reports and leads teamwork and supports the creation of national and international nutritional and nutritional plans and policies to promote healthy nutrition awareness of individuals and society throughout the life cycle. | |
11) | Plans, implements, monitors and evaluates the appropriate medical nutrition therapy in an interdisciplinary approach, taking into account the sociocultural and economic structure of patients with different age groups. Participates in clinical trials. | |
12) | Uses English at an adequate level to follow professional developments and to communicate with colleagues, patients and the community. | |
13) | Uses current informatics and communication technologies effectively to reach and disseminate information in the field. | |
14) | All field studies and scientific studies work in teams with their colleagues and different professions. | |
15) | Performs his / her duties within the framework of Professional Responsibility and ethical values, adopts the importance of lifelong learning and continuously develops himself / herself by following the developments in science, technology and health, and ensures the progress and development of the profession of dietician. |
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 |