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Bc. Radovan Tomášik

Bachelor's thesis

Vytvoření datové pumpy pro analýzu včasnosti dodání produktu

Data pump design for data analysis of on-time product delivery
Abstract:
Táto bakalárska práca sa zaoberá dizajnom dátovej pumpy pre analýzu včasnosti doda-nia algoritmami strojového učenia. Hlavný výstup tejto práce je dizajn dátovej pumpy s ELT procesom manažovaným SSIS platformou, ktorá pripraví dáta pre algoritmy strojového učenia. Dizajn bol vytvorený na základe použitia metód a techník dátovej analýzy a vyťažovania dát (konkrétne CRISP-DM) pre projekt implementácie …more
Abstract:
The bachelor thesis focuses on data preparation for machine learning algorithms that will be applied for optimizing on-time product delivery at a manufacturing company. The main output of this thesis is a data pipeline design with an ELT process managed by the SSIS platform. It was designed by applying data analysis and data mining methods and techniques (specifically CRISP-DM) for a machine learning …more
 

Keywords

data ETL CRISP-DM manufacturing machine learning data mining SQL strojové učenie výroba
 
Language used: English
Date on which the thesis was submitted / produced: 29. 4. 2022
Identifier: https://is.muni.cz/th/miwnn/

Thesis defence

  • Date of defence: 16. 6. 2022
  • Supervisor: Ing. Michal Horák
  • Reader: Ing. Mgr. Michal Krčál, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Ekonomicko-správní fakulta
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Masaryk University

Faculty of Economics and Administration

Bachelor programme / field:
Business Informatics / Business Informatics

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