Data Science - Analyse grosser Datenmengen zur Qualität unserer Dienstleistungen und Services

Abstract

It can be possible that payment terminals that are installed and maintained by Worldline generate malfunctions or do irregular reboots throughout their lifetime. If a malfunction occurs, data is sent from the terminal to the servers of Worldline. This data describes the event that occurred with various attributes. The data that is sent from the terminals to the servers of Worldline provides valuable information for Worldline, which is not yet extracted. The key point of this project is therefore to extract knowledge from this data to improve the reliability of terminals in several ways.