Uporaba sklada Elastic za obdelavo in vizualizacijo podatkov

diplomsko delo

Matej Sojer (Author), Muhamed Turkanović (Mentor), Martina Šestak (Co-mentor)

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;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2021
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[M. Sojer]
UDC:	004.62-022.59:004.85(043.2)
COBISS:	90236675
Views:	297
Downloads:	15
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Using Elastic stack for data processing and visualization
Secondary 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.
Secondary keywords:	big data;Elastic Stack;Elasticsearch;visualization;data processing;
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Informatika in tehnologije komuniciranja
Pages:	VIII, 54 str.
ID:	13348133