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Title:Uporaba sklada Elastic za obdelavo in vizualizacijo podatkov : diplomsko delo
Authors:ID Sojer, Matej (Author)
ID Turkanović, Muhamed (Mentor) More about this mentor... New window
ID Šestak, Martina (Comentor)
Files:.pdf VS_Sojer_Matej_2021.pdf (1,32 MB)
MD5: AA22750FBA7814C71F3976A7968A9958
PID: 20.500.12556/dkum/d6cf7c9f-7988-4cb2-a4be-cb65865c89fb
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V diplomskem delu smo predstavili pojem masovnih podatkov in poudarili njihovo pomembnost za prihodnost moderne informacijske družbe. Opisali smo podatkovno rudarjenje, način pridobivanja znanja iz masovnih podatkov in strojno učenje, način obdelave podatkov. V nadaljevanju smo predstavili in analizirali Sklad Elastic, ekosistem komponent za shranjevanje, pridobivanje in obdelavo podatkov, ki smo ga uporabili pri razvoju spletne strani za iskanje med dobitniki Nobelove nagrade.
Keywords:masovni podatki, Sklad Elastic, Elasticsearch, vizualizacija, obdelava podatkov
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[M. Sojer]
Year of publishing:2021
Number of pages:VIII, 54 str.
PID:20.500.12556/DKUM-80478 New window
UDC:004.62-022.59:004.85(043.2)
COBISS.SI-ID:90236675 New window
Publication date in DKUM:18.10.2021
Views:1308
Downloads:66
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:14.09.2021

Secondary language

Language:English
Title:Using Elastic stack for data processing and visualization
Abstract:In the bachelor's thesis, we introduced the concept of big data and highlighted its importance for the modern information focused society. We described data mining, a way to extract knowledge from big data, and machine learning, a way to process data. We followed by introducing the Elastic stack, an ecosystem of components, meant for storing, generating and processing data, which we then used to develop our website for searching among the Nobel prize laureates.
Keywords:big data, Elastic Stack, Elasticsearch, visualization, data processing


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