Interior Architecture and Environmental Design Preview
Bachelor	TR-NQF-HE: Level 6	QF-EHEA: First Cycle	EQF-LLL: Level 6

Course Introduction and Application Information

Course Code:

UNI327

Course Name:

Data Analysis with R

Semester:

Fall

Course Credits:

ECTS

Language of instruction:

Turkish

Course Condition:

Does the Course Require Work Experience?:

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) 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.

Course - Learning Outcome Relationship

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.

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	Workload
Course Hours	15	45
Study Hours Out of Class	16	16
Project	1	8
Midterms	1	1
Total Workload		70