|
Lecturer(s)
|
-
Martínek Petr, Ing.
-
Ševčíková Ivana, Doc. Dr. Ing.
|
|
Course content
|
1. Data definition, basic modeling principles, structure and collection. 2. Advanced transactional models towards workflow. System integration. 3. The issue of big data processing. 4. Datawarehouse - introduction. 5. OLAP - multidimensional view of data, model, display of multidimensional view, data mining I. 6. OLAP - multidimensional view of data, model, display of multidimensional view, data mining II. 7. Data x information, semantics, ontology and semantic web - RDF I. 8. Data x information, semantics, ontology and semantic web - RDF II. 9. Virtualization. 10. Cloud computing, data centers. 11. Data Management Plan. 12. Legal framework of data processing, license.
|
|
Learning activities and teaching methods
|
Lecture, Practicum
- Contact hours
- 65 hours per semester
- Graduate study programme term essay (40-50)
- 40 hours per semester
- Preparation for an examination (30-60)
- 30 hours per semester
|
| prerequisite |
|---|
| Knowledge |
|---|
| The elementary notions of the database sysrems and information systems. |
| learning outcomes |
|---|
| Student is able to develop conceptual models of an application domain for database applications. |
| teaching methods |
|---|
| Lecture |
| Practicum |
| assessment methods |
|---|
| Written exam |
| Test |
| Project |
| Oral exam |
| Skills |
|---|
| Combined exam |
|
Recommended literature
|
-
Bill Williams. The Economics of Cloud Computing - An Overview for Decision Makers. Cisco Press. 2012.
-
Elmasri, Ramez; Navathe, Shamkant B. Fundamentals of database systems. 3rd ed. Reading : Addison-Wesley, 2000. ISBN 0-201-54263-3.
-
Galit Shmueli, Nitin R. Patel, Peter C. Bruce. Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner. Wiley, 2007. ISBN 978-0-470-08485-4.
-
Hendl Jan. Big Data - Věda o datech. Základy a aplikace. Grada. 2021.
-
J. Pokorný. Databázové systémy a jejich použití v informačních systémech. Praha : Academia, 1992. ISBN 80-200-0177-8.
-
Klečková J. Uživatelské rozhraní databázových systémů. ZČU Plzeň, 1996.
-
Pokorný, Jaroslav; Halaška, Ivan. Databázové systémy. Vyd. 2., přeprac. Praha : Vydavatelství ČVUT, 2003. ISBN 80-01-02789-9.
|