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: Data analysis - all 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	FD	Linear algebra with analytical geometry	30	30	15	0	75	5	Y
1	ET	Algorithms and data structures.	15	0	15	15	45	4	N
1	FA	Mathematical analysis 1	45	30	15	0	90	5	Y
1	ZB	Labor hygiene safety and ergonomics	15	0	0	0	15	1	N
1	FF	Physics	30	30	0	0	60	5	Y
1	FD	Intellectual property protection	20	0	0	0	20	1	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			200	90	90	30	410	30	3	1
2	FD	Mathematical analysis 2	30	30	15	0	75	5	Y
2	ES	Elements of logic and computer arithmetics	15	15	15	0	45	4	Y
2	DJ	English A	0	30	0	0	30	2	N
2	FB	Discrete mathematics	15	15	15	0	45	3	N
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
2	FF	Chosen lectures I	15	0	30	0	45	4	N
Sum for semester: 2			140	105	135	30	410	30	3	0
3	ES	Database	30	0	30	10	70	5	Y
3	DJ	English A	0	30	0	0	30	2	N
3	FF	LabView - acquisition of measurement data	15	0	15	15	45	3	N
3	FB	Numerical methods	30	15	30	0	75	4	N
3	ES	Designing computer systems and networks	20	0	15	15	50	3	N
3	FA	Theory of probability	30	30	0	0	60	4	Y
3	FD	Differential equations	15	30	10	0	55	3	N
3	FD	Monographic lecture I	15	0	15	0	30	4	Y
3	ZH	Humanistic chosen lectures	30	0	0	0	30	2	N
Sum for semester: 3			185	105	115	40	445	30	3	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	DJ	English A	0	30	0	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
4	DL	Physical education	0	30	0	0	30	0	N
4	FM	Chosen lectures II	30	15	0	0	45	3	N
Sum for semester: 4			175	90	115	80	460	30	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	DJ	English A	0	30	0	0	30	3	Y
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
5	DL	Physical education	0	30	0	0	30	0	N
5	FM	Monographic lecture II	30	15	0	0	45	4	N
5	FB	Chosen lectures III	15	0	15	0	30	3	Y
5	ES	Chosen lectures IV	15	0	15	15	45	4	N
Sum for semester: 5			185	75	140	105	505	31	3	1
6	ZM	Self-presentation and public speaking	0	15	0	0	15	1	N
6	ZE	Econometrics	15	0	15	0	30	2	N
6	FD	Engineering thesis project	0	0	0	30	30	3	N
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	FD	Business competence development	0	15	0	0	15	1	N
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
6	FB	Inference in uncertainty	15	0	0	15	30	2	N
6	FF	Chosen lectures V	0	30	0	0	30	3	N
6	FA	Chosen lectures VI	15	15	0	0	30	3	Y
Sum for semester: 6			140	105	110	75	430	30	3	1
7	FD	Engineering thesis project	0	0	0	30	30	2	N
7	FB	Practice	0	0	0	0	0	28	N
Sum for semester: 7			0	0	0	30	30	30	0	0
TOTAL FOR ALL SEMESTER:			1025	570	705	390	2690	211	18	3