Data processing

Garant předmětu:

Lecturer:

Michal Jeřábek, Martin Šrotýř, Miroslav Vaniš

Tutor:

Michal Jeřábek, 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 2022/2023:

Time-table is not available yet

Time-table for summer semester 2022/2023:

Time-table is not available yet

The course is a part of the following study plans:

• navaz. mag. PRE program IS v CZ 20/21 (nová akreditace) (compulsory course)
• navaz. mag. PRE program IS v EN 20/21 (nová akreditace) (compulsory course)
• navaz. mag. PRE program SC 20/21 (pro studenty, kteří absolvují některé předměty 1.roč. na UTEP) (compulsory course in the program)
• navaz. mag. PRE program IS joint degree 20/21 (nová akreditace) (compulsory course)
• navaz. mag. PRE program IS v CZ 21/22 (nová akreditace) (compulsory course)
• navaz. mag. PRE program IS v CZ 22/23 (nová akreditace) (compulsory course)