Data Shaping for Big Analytics, 2021 TAPPICon Live (21TAPL)
“One man’s noise is another man’s signal” ‐ Edward Ng, New York Times 1990
Data preparation is the rate‐limiting step in the process of transforming information into actionable insight with advanced analytics. This presentation elaborates on the Data Governance topic presented in 2020 and presents techniques to reduce the time spent preparing operations data for analytics.
With the number and types of sensors and data sources continuously increasing, companies have the potential for more situational awareness than ever before. Understanding how these data work together to add context to classical operational data sources thus becomes a critical step for extracting value out of the data.
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