Radio, Television and Cinema (English)
Bachelor TR-NQF-HE: Level 6 QF-EHEA: First Cycle EQF-LLL: Level 6

Course Introduction and Application Information

Course Code: UNI280
Course Name: Data Analysis with R 
Semester: Spring
Course Credits:
ECTS
5
Language of instruction: English
Course Condition:
Does the Course Require Work Experience?: No
Type of course: University Elective
Course Level:
Bachelor TR-NQF-HE:6. Master`s Degree QF-EHEA:First Cycle EQF-LLL:6. Master`s Degree
Mode of Delivery: E-Learning
Course Coordinator: Öğr. Gör. AYŞEGÜL ÇALIŞKAN İŞCAN
Course Lecturer(s): Dr. Ayşegül Çalışkan İşcan
Course Assistants:

Course Objective and Content

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.

Learning Outcomes

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.

Course Flow Plan

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

Sources

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 - Program Learning Outcome Relationship

Course Learning Outcomes

1

2

3

4

5
Program Outcomes
1) By providing both theoretical and practical education, it prepares students for academic and business life.
2) It provides a critical perspective on mass media.
3) With the English curriculum, it allows students to follow the international market and academic studies from original sources.
4) Students will be an expert in front of the camera, behind-the-scenes, news center, light, sound, editing, directing, cinematography, screenwriting.
5) Thanks to the media professionals, the students will be ready for the sector.
6) Acquires production skills such as short and medium films, screenplays, documentaries and TV programs.
7) Have the basic knowledge and experience of image technologies.
8) Thanks to sectoral cooperation, professional business life will be started.
9) Through an applied curriculum, students gain an interdisciplinary perspective on different media studies.
10) With the technical training to be taken in studio environment, students gain experience in the sector.
11) They will have skills such as negotiating with the group, taking initiative.
12) Acquire basic values ​​related to media and business ethics.
13) Follow the developments in the field and communicate with colleagues by using a foreign language at least at the level of European Language Portfolio B1.
14) Students use information and communication technologies together with computer software at the advanced level of European Computer Driving License required by the field.

Course - Learning Outcome Relationship

No Effect 1 Lowest 2 Average 3 Highest
       
Program Outcomes Level of Contribution
1) By providing both theoretical and practical education, it prepares students for academic and business life.
2) It provides a critical perspective on mass media.
3) With the English curriculum, it allows students to follow the international market and academic studies from original sources.
4) Students will be an expert in front of the camera, behind-the-scenes, news center, light, sound, editing, directing, cinematography, screenwriting.
5) Thanks to the media professionals, the students will be ready for the sector.
6) Acquires production skills such as short and medium films, screenplays, documentaries and TV programs.
7) Have the basic knowledge and experience of image technologies.
8) Thanks to sectoral cooperation, professional business life will be started.
9) Through an applied curriculum, students gain an interdisciplinary perspective on different media studies.
10) With the technical training to be taken in studio environment, students gain experience in the sector.
11) They will have skills such as negotiating with the group, taking initiative.
12) Acquire basic values ​​related to media and business ethics.
13) Follow the developments in the field and communicate with colleagues by using a foreign language at least at the level of European Language Portfolio B1.
14) Students use information and communication technologies together with computer software at the advanced level of European Computer Driving License required by the field.

Assessment & Grading

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

Workload and ECTS Credit Calculation

Activities Number of Activities Preparation for the Activity Spent for the Activity Itself Completing the Activity Requirements Workload
Course Hours 13 1 3 1 65
Homework Assignments 13 1 1 26
Midterms 1 14 1 1 16
Final 1 28 1 1 30
Total Workload 137