The aim of studying and bibliography

The main aim of study: Learning how to programm in the R language (in the RStudio environment), starting from basic issues (operations on data types, ways of data processing, care for code, presentation of results), to more advanced issues (installation and updating packages, elements of the object-oriented programming).

The general information about the module:

Bibliography required to complete the module

Bibliography used during lectures

1	M. Gągolewski	Programowanie w języku R	PWN, Warszawa.	2016.
2	P. Biecek	Przewodnik po pakiecie R	GiS, Wrocław.	2017.
3		https://cran.r-project.org/manuals.html	.
4		https://cran.r-project.org/doc/FAQ/R-FAQ.html	.
5		http://adv-r.had.co.nz/	.
6		http://www.tutorialspoint.com/r/r_tutorial.pdf	.

Bibliography used during classes/laboratories/others

1	M. Gągolewski	Programowanie w języku R	PWN, Warszawa.	2016
2		https://cran.r-project.org/manuals.html	.
3		https://cran.r-project.org/doc/FAQ/R-FAQ.html	.
4		http://www.tutorialspoint.com/r/r_tutorial.pdf	.

Basic requirements in category knowledge/skills/social competences

Formal requirements: Student has the knowledge and practical skills gained on the modules: Introduction to computer science and Introduction to programming. The student satisfies the formal requirements set out in the stu

Basic requirements in category knowledge:

Basic requirements in category skills:

Basic requirements in category social competences:

Module outcomes

MEK	The student who completed the module	Types of classes / teaching methods leading to achieving a given outcome of teaching	Methods of verifying every mentioned outcome of teaching	Relationships with KEK	Relationships with PRK
01	Knows the basic and selected advanced programming techniques in R; knows the basics of object-oriented programming in R.	lecture, laboratory, project	test, reports, project presentation	K_W02+ K_W08+ K_U25+ K_K01+	P6S_KK P6S_UU P6S_WG
02	Is able to analyze the ready program code in R in terms of: used data types, data structures and functions; the course of control instructions; packages and libraries. Can verify the correctness of the code.	lecture, laboratory, project	test, reports, project presentation	K_U03+ K_U10+ K_U25+ K_K02+	P6S_KK P6S_KO P6S_UU P6S_UW
03	Can perform operations on data, import / export data. Has the basic skills of data visualization in R.	lecture, laboratory, project	test, reports, project presentation	K_U03+ K_U08+ K_U09+ K_U25+ K_K02+	P6S_KK P6S_KO P6S_UU P6S_UW
04	Can write a simple computer code using programming techniques, including object-oriented programming.	lecture, laboratory, project	test, reports, project presentation	K_U03+ K_U06+ K_U09+ K_U10+ K_U25+ K_K02+ K_K03+ K_K04+	P6S_KK P6S_KO P6S_KR P6S_UU P6S_UW

Attention: Depending on the epidemic situation, verification of the achieved learning outcomes specified in the study program, in particular credits and examinations at the end of specific classes, can be implemented remotely (real-time meetings).

The syllabus of the module

Sem.	TK	The content	realized in	MEK
2	TK01	Health and safety at a computer station. Organization of work in the R and RStudio environments. Elements of the R language: symbols, declarations of names and variables, etc.	W1, L1, P1	MEK01 MEK02 MEK03
2	TK02	Distinguish between types and data structures (simple: atomic types, with recursive structure, missing data, complex: letters, vectors, matrices, data frames). Operations on types and data structures.	W2-W4, L2, L3, P2	MEK01 MEK02 MEK03
2	TK03	Program flow control: conditional instructions and loops. Built-in functions (apply (), aggregate ()).	W5, L4, P3	MEK01 MEK02 MEK03
2	TK04	Procedures and functions. The concept of functions, creation of function type objects, validation of arguments, returning the results. Libraries of functions available in R. Referencing to functions available in R.	W6, W7, L5, P4, P5	MEK01 MEK02 MEK03
2	TK05	Organization of code, software testing, error handling, improved code performance.	W8, P6, P15	MEK01 MEK02 MEK04
2	TK06	Data import / export. Loading files in the form of objects in R. Operations on files and directories. Creating, opening and closing connections. Reading data from connections. Record data for calls.	W9, W10, L6, P7, P8	MEK01 MEK03 MEK04
2	TK07	Presentation of results (using the graphics package). Visualization of one-, two- and three-dimensional data.	W11, W12, L7, P9, P10	MEK01 MEK03 MEK04
2	TK08	Expanding the possibilities of the R environment: installation and updating the packages.	W13, L8, P11	MEK01 MEK02 MEK04
2	TK09	Introduction to object-oriented programming: principles of object-oriented programming, objects and classes (classes S3 and S4). Creating sample programs.	W14-W15, P12-P14	MEK01 MEK04

The student's effort

The type of classes	The work before classes	The participation in classes	The work after classes
Lecture (sem. 2)	The preparation for a test: 10.00 hours/sem.	contact hours: 30.00 hours/sem.
Laboratory (sem. 2)		contact hours: 15.00 hours/sem.	Finishing/Making the report: 5.00 hours/sem.
Project/Seminar (sem. 2)	The preparation for projects/seminars: 5.00 hours/sem.	contact hours: 30.00 hours/sem..	Doing the project/report/ Keeping records: 10.00 hours/sem.
Advice (sem. 2)		The participation in Advice: 2.00 hours/sem.
Credit (sem. 2)	The preparation for a Credit: 8.00 hours/sem.	The written credit: 2.00 hours/sem.

The way of giving the component module grades and the final grade

The type of classes	The way of giving the final grade
Lecture
Laboratory
Project/Seminar
The final grade

Sample problems

Required during the exam/when receiving the credit
(-)

Realized during classes/laboratories/projects
(-)

Others
(-)

Can a student use any teaching aids during the exam/when receiving the credit : no

The contents of the module are associated with the research profile: no