POLITECHNIKA RZESZOWSKA im. Ignacego Łukasiewicza

Cycle of education: 2019/2020

Course: Engineering and data analysis

Education area: sciences
Level of education: first degree study
Profile of education: practical
Form of study: full time

Speciality: Directional modules

L - Lecture; C - Class; Lab - Laboratory; P - Project/Seminar

Semester	Org.Unit	Module	L	C	Lab	P	Sum of hours	ECTS	Exam	Mand.
1	ET	Algorithms and data structures.	15	0	15	15	45	4	N
1	FF	Introduction to computer science	15	0	30	0	45	4	N
1	ET	Introduction to programming	30	0	15	15	60	5	N
Sum for semester: 1			60	0	60	30	150	13	0	0

2	ES	Elements of logic and computer arithmetics	15	15	15	0	45	4	Y
2	FB	Programming in R	30	0	15	30	75	4	N
2	ES	Computer Networks	20	0	30	0	50	5	Y
2	FD	Graph and network theory	15	15	15	0	45	3	N
Sum for semester: 2			80	30	75	30	215	16	2	0

3	ES	Database	30	0	30	10	70	5	Y
3	FF	LabView - acquisition of measurement data	15	0	15	15	45	3	N
3	ES	Designing computer systems and networks	20	0	15	15	50	3	N
Sum for semester: 3			65	0	60	40	165	11	1	0

4	ES	Administration of database systems	15	0	20	15	50	4	Y
4	ES	Distributed systems administration	20	0	0	20	40	3	N
4	ET	Business intelligence - business use of data warehouses	15	0	15	0	30	2	N
4	FD	Discrete optimization	15	0	0	15	30	2	N
4	FA	Linear Programming	15	0	30	15	60	4	Y
4	FB	Statistical data analysis	30	15	15	15	75	5	Y
4	ES	Operating Systems	20	0	20	0	40	3	N
4	FB	Time Series	15	0	15	0	30	2	N
Sum for semester: 4			145	15	115	80	355	25	3	0

5	ES	Database applications	15	0	15	15	45	2	N
5	ES	Data security and protection	15	0	15	15	45	2	N
5	FA	Nonlinear Optimization	15	0	15	15	45	2	N
5	BG	Object-oriented programming	15	0	30	0	45	2	N
5	FD	Designing models of connecting data sources	0	0	0	15	15	1	N
5	ES	Designing security systems	30	0	15	15	60	4	Y
5	EP	Artificial intelligence	20	0	20	0	40	2	N
5	ES	Introduction to programming in Python	15	0	0	15	30	2	N
Sum for semester: 5			125	0	110	90	325	17	1	0

6	FD	Data modeling	0	0	30	0	30	2	N
6	EP	Modern methods of machine learning	20	0	20	0	40	2	N
6	FB	Stochastic processes	30	30	15	0	75	4	Y
6	ET	Network services in business	30	0	15	15	60	4	Y
6	ES	Multidimensional data analysis	15	0	15	15	45	3	N
Sum for semester: 6			95	30	95	30	250	15	2	0

TOTAL FOR ALL SEMESTER:			570	75	515	300	1460	97	9	0