End-to-end data analytics refers to the process of collection and analysis of high-quality, in-scope data intended to drive decision-making in the development of a new product.This article describes th etypical steps of such a process and uses a case study to better illustrate them. It also shows how end-to-end data analytics can infact provide decision-makers with useful information about the design of a new product provided thatd ata quality is ensured and accurate model selection is performed.
End-to-End Data Analytics for Product Development
Rosa Arboretti Giancristofaro;Riccardo Ceccato;Luigi Salmaso
2022
Abstract
End-to-end data analytics refers to the process of collection and analysis of high-quality, in-scope data intended to drive decision-making in the development of a new product.This article describes th etypical steps of such a process and uses a case study to better illustrate them. It also shows how end-to-end data analytics can infact provide decision-makers with useful information about the design of a new product provided thatd ata quality is ensured and accurate model selection is performed.File in questo prodotto:
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