| Child Development | |||||
| Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 | ||
| 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 |
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3 |
4 |
5 |
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| Program Outcomes | |||||||||||||||
| 1) Have the basic theoretical knowledge about health, education and support services, organizational structure and systematic. | |||||||||||||||
| 2) Uses the sciences such as health, education and psychology in addition to the basic knowledge and skills of the Child Development discipline and uses these sciences effectively. | |||||||||||||||
| 3) To express himself/herself as an individual and a team member in the education, justice, culture, health and other related institutions related to Child Development, he/she carries out the necessary professional work independently and takes responsibility. | |||||||||||||||
| 4) To understand the basic concepts, approaches and theories related to the field of child development, relate the current experiences with national and international developments. | |||||||||||||||
| 5) Acts in accordance with social, scientific, cultural and ethical values in all studies in the field of Child Development. | |||||||||||||||
| 6) Defines the problems encountered based on the knowledge and skills required by the discipline of Child Development and develops solutions. | |||||||||||||||
| 7) Determines the learning needs of lifelong learning related to Child Development and makes the necessary guidance. | |||||||||||||||
| 8) Works in collaboration with the family and the child and social, cultural structure and works in cooperation with the area of Child Development. | |||||||||||||||
| 9) Plans, prepares and evaluates the materials (books, information notes, booklets, toys, educational instructional tools etc.) required by the field of Child Development and uses the materials in accordance with the best interests of the child and the family. | |||||||||||||||
| 10) Knows the basic knowledge necessary for professional practices in education, justice, culture, health and other related institutions about child development. | |||||||||||||||
| 11) Acts in accordance with professional ethics and social responsibility in all social practices and professional practices. | |||||||||||||||
| 12) Participate the society and other professional groups about child development. | |||||||||||||||
| 13) Have the ability to use advanced computer skills in terms of European computer use license. | |||||||||||||||
| 14) Have the ability to use advanced computer skills in terms of European computer use license. | |||||||||||||||
| 15) They are sensitive regarding the universality of social rights and quality and protection of cultural values and occupational health and safety issues in the field of Child Development. | |||||||||||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | Have the basic theoretical knowledge about health, education and support services, organizational structure and systematic. | 1 |
| 2) | Uses the sciences such as health, education and psychology in addition to the basic knowledge and skills of the Child Development discipline and uses these sciences effectively. | 1 |
| 3) | To express himself/herself as an individual and a team member in the education, justice, culture, health and other related institutions related to Child Development, he/she carries out the necessary professional work independently and takes responsibility. | 1 |
| 4) | To understand the basic concepts, approaches and theories related to the field of child development, relate the current experiences with national and international developments. | 1 |
| 5) | Acts in accordance with social, scientific, cultural and ethical values in all studies in the field of Child Development. | 1 |
| 6) | Defines the problems encountered based on the knowledge and skills required by the discipline of Child Development and develops solutions. | 1 |
| 7) | Determines the learning needs of lifelong learning related to Child Development and makes the necessary guidance. | 1 |
| 8) | Works in collaboration with the family and the child and social, cultural structure and works in cooperation with the area of Child Development. | 1 |
| 9) | Plans, prepares and evaluates the materials (books, information notes, booklets, toys, educational instructional tools etc.) required by the field of Child Development and uses the materials in accordance with the best interests of the child and the family. | 1 |
| 10) | Knows the basic knowledge necessary for professional practices in education, justice, culture, health and other related institutions about child development. | 1 |
| 11) | Acts in accordance with professional ethics and social responsibility in all social practices and professional practices. | 1 |
| 12) | Participate the society and other professional groups about child development. | 1 |
| 13) | Have the ability to use advanced computer skills in terms of European computer use license. | 1 |
| 14) | Have the ability to use advanced computer skills in terms of European computer use license. | 1 |
| 15) | They are sensitive regarding the universality of social rights and quality and protection of cultural values and occupational health and safety issues in the field of Child Development. | 1 |
| 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 | |