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STUDIJNÍ PLÁNY
2023/2024

Data Mining

Předmět není vypsán Nerozvrhuje se
Kód Zakončení Kredity Rozsah Jazyk výuky
DA-DMI Z,ZK 6 30KP+30KC anglicky
Garant předmětu:
Michal Valenta
Přednášející:
Cvičící:
Michal Valenta
Předmět zajišťuje:
katedra softwarového inženýrství
Anotace:

In the past decade, we’ve witnessed a huge increase in the amount of data being captured and stored. In these large datasets very useful knowledge is present, though often concealed in the vastness of the data. With data mining techniques patterns are automatically revealed from such large datasets. First, data mining techniques and applications are discussed. Next, we will go into popular predictive and descriptive data mining techniques, with applications in marketing and risk management. Also, analyses such as social network analysis, text mining, process mining, and Big Data will be looked at. Basic programming skills in Python will be learnt. The learned concepts, techniques and programming language will be applied and evaluated with a real-life case.

Teaching takes place at University of Antwerpen.

See the web page https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/study-programme/

Požadavky:
Osnova přednášek:

Teaching takes place at University of Antwerpen.

See the web page https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/study-programme/

Osnova cvičení:

Teaching takes place at University of Antwerpen.

See the web page https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/study-programme/

Cíle studia:
Studijní materiály:

Foster Provost, Tom Fawcett: Data Science for Business, What you need to know about data mining and data-analytic thinking.

O Reilly Media 2013, ISBN 9781449361327.

See the web page https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/study-programme/

Poznámka:

Teaching takes place at University of Antwerpen.

See the web page https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/study-programme/

Další informace:
https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/double-degree/https://www.uantwerpen.be/en/study/programmes/all-programmes/digital-business-engineering/about-the-programme/study-programme/
Pro tento předmět se rozvrh nepřipravuje
Předmět je součástí následujících studijních plánů:
Platnost dat k 19. 7. 2024
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/cs/predmet7735406.html