SylabUZ - University of Zielona Góra syllabus database

SylabUZ

Data Engineering
First-cycle studies leading to Engineer's degree
Beginning semester: winter term (2018/2019)

Semester 1

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Przedmioty obowiązkowe ogólne
Physical Education 1	Class (30/-)	0	No	No
Przedmioty obowiązkowe podstawowe
Fundamentals of Logic and Quantitative Analysis	Lecture (30/-), Class (30/-)	6	Yes	No
Fundamentals of Programming	Lecture (30/-), Laboratory (30/-)	5	Yes	No
Linear Algebra	Lecture (30/-), Class (30/-)	6	Yes	No
Mathematical Analysis 1	Lecture (45/-), Class (45/-)	7	Yes	No
Mathematical Software 1	Laboratory (30/-)	3	No	No
Methods for Data Description with R	Laboratory (30/-)	3	No	No

Semester 2

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Przedmioty obowiązkowe ogólne
English 1	Laboratory (30/-)	2	No	No
Physical Education 2	Class (30/-)	0	No	No
Przedmioty obowiązkowe podstawowe
Algorithms and Data Structures 1	Lecture (30/-), Laboratory (30/-)	5	Yes	No
General Purpose Software	Laboratory (30/-)	2	No	No
Introduction to Graph Theory	Lecture (30/-), Class (30/-)	6	Yes	No
Linear Algebra and Analytic Geometry	Lecture (30/-), Class (30/-)	6	Yes	No
Mathematical Analysis 2	Lecture (45/-), Class (45/-)	7	Yes	No
Mathematical Software 2	Laboratory (30/-)	3	No	No

Semester 3

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Przedmioty obowiązkowe ogólne
English 2	Laboratory (30/-)	2	No	No
Przedmioty obowiązkowe podstawowe
Algorithms and Data Structures 2	Project (30/-)	2	No	No
Database Systems 1	Lecture (30/-), Laboratory (30/-), Class (15/-)	6	Yes	No
Introduction to Probability Theory	Lecture (30/-), Laboratory (15/-), Class (30/-)	6	Yes	No
Numerical Methods in Python	Lecture (30/-), Laboratory (30/-)	6	Yes	No
Object-oriented Programming 1	Lecture (30/-), Laboratory (30/-)	6	Yes	No
Przedmioty humanistyczne
Introductory Course to Thesis Writing and Editing	Class (30/-)	3	No	Yes
Polish Language in Practice	Class (30/-)	3	No	Yes

Semester 4

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Przedmioty obowiązkowe ogólne
English 3	Laboratory (30/-)	2	No	No
Przedmioty obowiązkowe podstawowe
Database Systems 2	Project (30/-)	2	No	No
Object-oriented Programming 2	Project (30/-)	2	No	No
Opimization Methods	Lecture (30/-), Laboratory (30/-), Class (30/-)	7	Yes	No
Statistical Data Analysis	Lecture (30/-), Laboratory (30/-)	5	Yes	No
Przedmioty oferowane
Computational Methods in Engineering	Lecture (30/-), Project (30/-)	6	Yes	Yes
Engineering of Information Systems	Lecture (30/-), Laboratory (30/-)	6	Yes	Yes
Graph Algorithms	Lecture (30/-), Laboratory (30/-)	6	Yes	Yes
Mathematical Finance	Lecture (30/-), Laboratory (30/-)	6	Yes	Yes

Semester 5

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Przedmioty obowiązkowe ogólne
English 4	Laboratory (30/-)	2	Yes	No
Przedmioty obowiązkowe podstawowe
Differential Equations with Applications	Lecture (30/-), Laboratory (30/-), Class (15/-)	6	Yes	No
Fundamentals of Management and Entrepreneurship	Lecture (30/-), Class (30/-)	5	Yes	No
Information Systems Security and Data Protection	Lecture (30/-), Laboratory (30/-), Project (15/-)	6	Yes	No
Przedmioty oferowane
Databases in Internet Applications 1	Lecture (30/-), Laboratory (30/-), Class (15/-)	6	No	Yes
Econometric Models Analysis	Lecture (30/-), Laboratory (30/-)	5	No	Yes
Fundamentals of Management and Safety Database Systems	Lecture (15/-), Laboratory (30/-)	5	No	Yes
Modeling Random Phenomena	Lecture (30/-), Laboratory (30/-)	6	No	Yes

Semester 6

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Przedmioty obowiązkowe podstawowe
Combinatorial Foundations of Computer Science	Lecture (30/-), Laboratory (15/-), Class (30/-)	6	Yes	No
Praca dyplomowa
Engineering Diploma Project 1	Seminar (30/-)	3	No	No
Przedmioty oferowane
Creating Analytical Tools in R	Project (30/-)	3	No	Yes
Databases in Internet Applications 2	Project (30/-)	3	No	Yes
Elastic Production Systems	Lecture (30/-), Laboratory (30/-)	6	Yes	Yes
Engineering Modeling	Lecture (30/-), Project (30/-)	6	Yes	Yes
Operations Research	Lecture (30/-), Laboratory (30/-)	6	Yes	Yes
WEB Application Programming	Lecture (30/-), Laboratory (30/-)	6	Yes	Yes

Semester 7

	Form of classes - Hours (full-time/part-time)	ECTS	Exam	Selectable
Praca dyplomowa
Engineering Diploma Project 2	Seminar (60/-)	13	No	No
Przedmioty techniczne
Basics of Machine Learning	Lecture (30/-), Laboratory (30/-)	5	No	Yes
Data Exploration Methods	Lecture (30/-), Laboratory (30/-)	5	No	Yes
Przedmioty oferowane
Professional Internship	Practical training (90/-)	5	No	Yes

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