Data processing
The course is not on the list Without time-table
| Code | Completion | Credits | Range | Language |
|---|---|---|---|---|
| 14PD-E | Z,ZK | 6 | 2P+4C | English |
- Garant předmětu:
- Lecturer:
- Tutor:
- Supervisor:
- Department of Applied Informatics in Transportation
- Synopsis:
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Advanced SQL and its procedural extensions, data pre-processing, datamining, interpretation of datamining result, Big Data, Big Data processing, data warehousing, unstructured data and NoSQL database.
- Requirements:
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- Syllabus of lectures:
- Syllabus of tutorials:
- Study Objective:
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Students will be acquainted with selected data processing tools, datamining, working with Big Data and NoSQL databases.
- Study materials:
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Jan Rauch, Milan Šimůnek: Dobývání znalostí z databází, LISp-Miner a GUHA. Praha: Oeconomica VŠE, 2014.
Petr Berka: Dobývání znalostí z databází. Praha: Academia, 2003.
Irena Holubová, Karel Minařík, David Novák, Jiří Kosek: Big Data a NoSQL databáze.
Arun K. Somani, Ganesh Chandra Deka: Big Data Analytics. CRC Press, 2017.
- Note:
- Further information:
- No time-table has been prepared for this course
- The course is a part of the following study plans:
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- navaz. mag. PRE program IS v EN 21/22 (nová akreditace) (compulsory course)
- navaz. mag. PRE program IS joint degree 21/22 (nová akreditace) (compulsory course)
- navaz. mag. PRE program IS v EN 22/23 (nová akreditace) (compulsory course)
- navaz. mag. PRE program IS joint degree 22/23 (nová akreditace) (compulsory course)
- navaz. mag. PRE program SC 22/23 (pro studenty, kteří absolvují některé předměty 1.roč. na UTEP) (compulsory course in the program)
- navaz. mag. PRE program IS v EN 23/24 (compulsory course)
- navaz. mag. PRE program IS joint degree 23/24 (compulsory course)
- navaz. mag. PRE program SC 23/24 (pro studenty, kteří absolvují některé předměty 1.roč. na UTEP) (compulsory course in the program)