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/

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Osnova přednášek: