Pharmacy (English) Preview
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

Language of instruction:

English

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) Applies and develops the universal and social dimensional effects of basic, professional and technological knowledge in the field of pharmacy as well as pharmacy practice interdisciplinary by following legal, deontological and ethical rules.
2) Defines the terminology related to the pharmacy profession; solves problems , accesses scientific information in the field of pharmacy, after monitoring and evaluating the current literature, applies , communicates, shares by using information technologies effectively and efficiently.
3) Uses theoretical and practical knowledge about the anatomical structure of the human body, the physiological working principles of systems, biochemical, immunological events in the organism and microorganisms.
4) Uses basic and advanced analytical techniques and methods by running qualitative/quantitative analyzes and interprets the findings by using appropriate statistical methods.
5) Defines medicinal plants, herbal drugs and active substances; gains the skills for the development of natural products used for medical purposes.
6) Applies patient-centered and individualized pharmaceutical care service together with other healthcare personnel within the framework of rational drug use by using the principles of clinical pharmacy, pharmacoeconomics, pharmacotherapy and phytotherapy.
7) Knows the biological properties, structure-activity relationships, and metabolisms of drugs and gains the skill for the synthesize and development of new drug candidates.
8) He/She is competent at formulations, production, stability, quality assurance, licensing, patent studies, legal regulations of products containing natural origin and / or synthetic active substances, advanced therapy medicinal products, radiopharmaceuticals and cosmetic products.
9) Interprets the pharmacokinetic and pharmacodynamic properties of drugs, the factors that change their effect, their toxic effects, pharmacolygical activities and their risk assessment method. Reports the drug interactions and adverse drug reactions, monitors and applies the theoretical/practical knowledge for preventing them.
10) As a health professional in his/her profession he/she acts as a caregiver, decision maker, communicator, manager, lifelong learner, instructor, leader and researcher, he/she complies with the principles of evidence-based pharmacy by making teamwork for the benefit of society, national and universal values.
11) He/She works in various fields such as community pharmacy, hospitals, pharmaceutical medical devices, herbal products and cosmetics sectors, health institutions and agencies, clinical research organizations , universities and R&D centers.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	Applies and develops the universal and social dimensional effects of basic, professional and technological knowledge in the field of pharmacy as well as pharmacy practice interdisciplinary by following legal, deontological and ethical rules.
2)	Defines the terminology related to the pharmacy profession; solves problems , accesses scientific information in the field of pharmacy, after monitoring and evaluating the current literature, applies , communicates, shares by using information technologies effectively and efficiently.
3)	Uses theoretical and practical knowledge about the anatomical structure of the human body, the physiological working principles of systems, biochemical, immunological events in the organism and microorganisms.
4)	Uses basic and advanced analytical techniques and methods by running qualitative/quantitative analyzes and interprets the findings by using appropriate statistical methods.
5)	Defines medicinal plants, herbal drugs and active substances; gains the skills for the development of natural products used for medical purposes.
6)	Applies patient-centered and individualized pharmaceutical care service together with other healthcare personnel within the framework of rational drug use by using the principles of clinical pharmacy, pharmacoeconomics, pharmacotherapy and phytotherapy.
7)	Knows the biological properties, structure-activity relationships, and metabolisms of drugs and gains the skill for the synthesize and development of new drug candidates.
8)	He/She is competent at formulations, production, stability, quality assurance, licensing, patent studies, legal regulations of products containing natural origin and / or synthetic active substances, advanced therapy medicinal products, radiopharmaceuticals and cosmetic products.
9)	Interprets the pharmacokinetic and pharmacodynamic properties of drugs, the factors that change their effect, their toxic effects, pharmacolygical activities and their risk assessment method. Reports the drug interactions and adverse drug reactions, monitors and applies the theoretical/practical knowledge for preventing them.
10)	As a health professional in his/her profession he/she acts as a caregiver, decision maker, communicator, manager, lifelong learner, instructor, leader and researcher, he/she complies with the principles of evidence-based pharmacy by making teamwork for the benefit of society, national and universal values.
11)	He/She works in various fields such as community pharmacy, hospitals, pharmaceutical medical devices, herbal products and cosmetics sectors, health institutions and agencies, clinical research organizations , universities and R&D centers.

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