Interior Architecture and Environmental Design | |||||
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 | ||||
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) Continuously following up-to-date publications and developments related to the profession of Interior Architecture and shaping the design process in line with the theoretical and practical knowledge in the field of architecture and art. | ||||||||||||||
2) Acquiring universal knowledge in the fields within the discipline of interior architecture. | ||||||||||||||
3) To have the right professional communication skills in professional life by using all the inputs and conditions related to Interior Architecture profession and to have mastered the methods of interior architecture representation and professional terminology. | ||||||||||||||
4) Focusing on the various functions within the whole interior design design and handling the pieces of space as a whole. | ||||||||||||||
5) Evaluating the concept of space design through different disciplines. | ||||||||||||||
6) To be able to make contemporary designs suitable for the person by relating the relationship between human-space-scale concepts with the needs of the people. | ||||||||||||||
7) Ability to use all presentation and expression techniques with the necessary knowledge of fine arts in order to express the design process correctly. | ||||||||||||||
8) To be able to manage the process that goes from design to application by showing the details related to the application after the interior architecture has matured in the design stage. | ||||||||||||||
9) Project and construction site management and applications, employee health, environmental and occupational safety awareness, professional standards and business law. | ||||||||||||||
10) To be able to choose the right materials and application methods with sufficient and up-to-date information about building materials and their applications. | ||||||||||||||
11) To be able to understand problems related to construction, design, application and engineering. | ||||||||||||||
12) To be able to make original interior design by combining aesthetic, technical and functional conditions, and to continuously develop the professional knowledge and skills. | ||||||||||||||
13) According to a foreign language education level, in terms of European Language Portfolio criteria; at least B1; use at general level. | ||||||||||||||
14) Use computer software and information and communication technologies at the advanced level of European Computer Driving License required by the field. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Continuously following up-to-date publications and developments related to the profession of Interior Architecture and shaping the design process in line with the theoretical and practical knowledge in the field of architecture and art. | |
2) | Acquiring universal knowledge in the fields within the discipline of interior architecture. | |
3) | To have the right professional communication skills in professional life by using all the inputs and conditions related to Interior Architecture profession and to have mastered the methods of interior architecture representation and professional terminology. | |
4) | Focusing on the various functions within the whole interior design design and handling the pieces of space as a whole. | |
5) | Evaluating the concept of space design through different disciplines. | |
6) | To be able to make contemporary designs suitable for the person by relating the relationship between human-space-scale concepts with the needs of the people. | |
7) | Ability to use all presentation and expression techniques with the necessary knowledge of fine arts in order to express the design process correctly. | |
8) | To be able to manage the process that goes from design to application by showing the details related to the application after the interior architecture has matured in the design stage. | |
9) | Project and construction site management and applications, employee health, environmental and occupational safety awareness, professional standards and business law. | |
10) | To be able to choose the right materials and application methods with sufficient and up-to-date information about building materials and their applications. | |
11) | To be able to understand problems related to construction, design, application and engineering. | |
12) | To be able to make original interior design by combining aesthetic, technical and functional conditions, and to continuously develop the professional knowledge and skills. | |
13) | According to a foreign language education level, in terms of European Language Portfolio criteria; at least B1; use at general level. | |
14) | Use computer software and information and communication technologies at the advanced level of European Computer Driving License required by the field. |
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 |