Thesis Details

Programovací jazyk Scala a jeho využití pro analýzu dat

Bachelor's Thesis Student: Kohout Tomáš Academic Year: 2018/2019 Supervisor: Zendulka Jaroslav, doc. Ing., CSc.
English title
Scala Programming Language and Its Use for Data Analysis
Language
Czech
Abstract

This thesis deals with comparing the Scala programming language with other commonly used languages for data analysis. These languages are evaluated on the basis of the following categories: data manipulation and visualization, machine learning and concurent processing capabilities. The evaluation then shows the strengths and weaknesses of Scala. The strengths will be demonstrated on application for email categorization.

Keywords

Scala, Multinimial naive Bayes, Support Vector Machines, k nearest neighbors, AdaBoost, actor model, text preprocessing, text classification, concurrent processing, data visualization, data manipulation, machine learning

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade B
Date
12 June 2019
Reviewer
Bartík Vladimír, Ing., Ph.D.
Committee
Hruška Tomáš, prof. Ing., CSc. (DIFS FIT BUT), předseda
Bidlo Michal, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Kreslíková Jitka, doc. RNDr., CSc. (DIFS FIT BUT), člen
Szőke Igor, Ing., Ph.D. (DCGM FIT BUT), člen
Citation
KOHOUT, Tomáš. Programovací jazyk Scala a jeho využití pro analýzu dat. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-12. Supervised by Zendulka Jaroslav. Available from: https://www.fit.vut.cz/study/thesis/21604/
BibTeX 
@bachelorsthesis{FITBT21604,
    author = "Tom\'{a}\v{s} Kohout",
    type = "Bachelor's thesis",
    title = "Programovac\'{i} jazyk Scala a jeho vyu\v{z}it\'{i} pro anal\'{y}zu dat",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21604/"
}

Theses

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