ETD system

Electronic theses and dissertations repository

 

Tesi etd-03162020-115948


Thesis type
Tesi di laurea magistrale
Author
RUGGI, GIANLUCA
URN
etd-03162020-115948
Title
Metodi di Progettazione per la Data Science
Struttura
INGEGNERIA DELL'ENERGIA, DEI SISTEMI, DEL TERRITORIO E DELLE COSTRUZIONI
Corso di studi
INGEGNERIA GESTIONALE
Supervisors
relatore Prof. Fantoni, Gualtiero
relatore Prof. Chiarello, Filippo
Parole chiave
  • management
  • engineering management
  • design
  • Data Science
  • methods
Data inizio appello
29/04/2020;
Consultabilità
Secretata d'ufficio
Data di rilascio
29/04/2090
Riassunto analitico
This Thesis focuses on the relation between Data Science, Project Management and Design Thinking.
The work is divided into two parts: the first has the goal of framing the process from an Engineering Management point of view, first of all by analyzing the available sources in the literature, and subsequently by developing a questionnaire to be answered by Data Science professionals. This allowed to map and collect information about relevant parameters of the Data Science process and especially about risks and critical aspects that distinguish it.
The second part of the work, clarified the fundamental features of the process, focuses on the study and application of Design Thinking, reviewing the paradigm of Data Science process itself.
The most important findings coming from the analysis are a new map of the Data Science process and a method for activities design, opening a new design focused path, that helps to better integrate Data Science into the business processes.

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