Architecture (English) 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) She/he gains knowledge of and develops values on technical, aesthetic, cultural, historical, social and ethical dimensions of architecture with a scientific and critical approach.
2) She/he integrates architectural practice with environmental, economic and social sustainability principles.
3) She/he has the knowledge and ability to provide and implement interactions between urban planning, urban design and architectural projects.
4) Gains the ability to identify architectural potentials and problems based on data collection, analysis, interpretation and critical thinking, in order to cultivate concepts and determine strategies for action.
5) She/he is able to interrelate theory, design and construction practices.
6) She/he will be able to produce architectural design, presentation, implementation, management and supervision stages both independently and collectively for different contexts and scales and through a responsive approach to social, functional, technical and aesthetic requirements.
7) In addition to traditional methods, she/he interactively uses the emerging information technologies required by the field.
8) To analyze and document the historical and conservation characteristics of the built environment; taking into account of the balance between protection and use, she/he has the ability and necessary knowledge in renovation and restoration issues.
9) She / he gains the ability to cooperate with different disciplines on the conception and design of the built environment, as an individual and/or as a team member.
10) Has knowledge on and comprehension of professional ethics and codes of conduct, legal and managerial regulations, standards, rights and responsibilities and processes in the field of architecture.
11) Can produce design, know-how and knowledge for the improvement of different and changing social needs, and for the enhancement of life quality.
12) She/he has the knowledge and responsibility to design solidly built structures and takes into account of the risks of natural disaster.
13) She/he monitors new developments in architectural theory and practice and is open to lifelong learning.
14) She/he takes responsibility for the improvement of social consciousness in the field of architecture, and for the endorsement and defense of ecological and urban rights.
15) Has architectural communication skills in a foreign language.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	She/he gains knowledge of and develops values on technical, aesthetic, cultural, historical, social and ethical dimensions of architecture with a scientific and critical approach.
2)	She/he integrates architectural practice with environmental, economic and social sustainability principles.
3)	She/he has the knowledge and ability to provide and implement interactions between urban planning, urban design and architectural projects.
4)	Gains the ability to identify architectural potentials and problems based on data collection, analysis, interpretation and critical thinking, in order to cultivate concepts and determine strategies for action.
5)	She/he is able to interrelate theory, design and construction practices.
6)	She/he will be able to produce architectural design, presentation, implementation, management and supervision stages both independently and collectively for different contexts and scales and through a responsive approach to social, functional, technical and aesthetic requirements.
7)	In addition to traditional methods, she/he interactively uses the emerging information technologies required by the field.
8)	To analyze and document the historical and conservation characteristics of the built environment; taking into account of the balance between protection and use, she/he has the ability and necessary knowledge in renovation and restoration issues.
9)	She / he gains the ability to cooperate with different disciplines on the conception and design of the built environment, as an individual and/or as a team member.
10)	Has knowledge on and comprehension of professional ethics and codes of conduct, legal and managerial regulations, standards, rights and responsibilities and processes in the field of architecture.
11)	Can produce design, know-how and knowledge for the improvement of different and changing social needs, and for the enhancement of life quality.
12)	She/he has the knowledge and responsibility to design solidly built structures and takes into account of the risks of natural disaster.
13)	She/he monitors new developments in architectural theory and practice and is open to lifelong learning.
14)	She/he takes responsibility for the improvement of social consciousness in the field of architecture, and for the endorsement and defense of ecological and urban rights.
15)	Has architectural communication skills in a foreign language.

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