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Title:Primerjava programskih jezikov Python in R za namene strojnega učenja : diplomsko delo
Authors:ID Zupan, Peter (Author)
ID Fister, Iztok (Mentor) More about this mentor... New window
Files:.pdf VS_Zupan_Peter_2020.pdf (1,16 MB)
MD5: 2A1C37268E14BAB1D8ACD81050E07F7C
PID: 20.500.12556/dkum/280ae427-6898-4ba0-9978-5eb20172af79
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V diplomski nalogi primerjamo programska jezika R in Python za namene strojnega učenja. Najprej razložimo, kaj je strojno učenje, nato opišemo algoritme, ki smo jih uporabili pri praktičnih primerih, ter predstavimo programska jezika R in Python. V nadaljevanju diplomskega dela na treh različnih primerih prikažemo delovanje obeh programskih jezikov. Nalogo zaključimo s primerjavo programskih jezikov na podlagi pridobljenih rezultatov in ugotovitev iz praktičnega dela.
Keywords:strojno učenje, R, Python, linearna regresija, odločitvena drevesa, nevronske mreže
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[P. Zupan]
Year of publishing:2020
Number of pages:IX, 51 f.
PID:20.500.12556/DKUM-77796 New window
UDC:004.43:004.85(043.2)
COBISS.SI-ID:40692739 New window
NUK URN:URN:SI:UM:DK:AA0XUBGW
Publication date in DKUM:02.11.2020
Views:1057
Downloads:167
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
:
ZUPAN, Peter, 2020, Primerjava programskih jezikov Python in R za namene strojnega učenja : diplomsko delo [online]. Bachelor’s thesis. Maribor : P. Zupan. [Accessed 17 March 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=77796
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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:15.09.2020

Secondary language

Language:English
Title:Comparison of Python and R programming languages for machine learning purposes
Abstract:In this thesis we compare programming languages R and Python for the purposes of machine learning. It opens with an explanation of what machine learning is, which is followed by a description of the algorithms used in practical examples, and an introduction to R and Python. We demonstrate the use of the two programming languages on three different examples, concluding with a comparison of R and Python based on the results and findings yielded by practical work.
Keywords:machine learning, R, Python, linear regression, decision trees, neural networks


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