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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2021/2022

Data processing

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Code Completion Credits Range Language
14PD-E Z,ZK 6 2P+4C English
Lecturer:
Michal Jeřábek (guarantor), Martin Šrotýř, Miroslav Vaniš
Tutor:
Michal Jeřábek (guarantor), Martin Šrotýř, Miroslav Vaniš
Supervisor:
Department of Applied Informatics in Transportation
Synopsis:

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:

-

Syllabus of lectures:
Syllabus of tutorials:
Study Objective:

Students will be acquainted with selected data processing tools, datamining, working with Big Data and NoSQL databases.

Study materials:

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:
Time-table for winter semester 2021/2022:
Time-table is not available yet
Time-table for summer semester 2021/2022:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2022-08-11
For updated information see http://bilakniha.cvut.cz/en/predmet6824106.html