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Omics data embody a large mixture of signals and errors, where our current ability to identify novel associations comes at the cost of tolerating larger error thresholds in the context of big data.
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Perhaps the greatest illusion that a phrase like big data embodies, then, is that information is ever separate from life.
For the shareholder, data embodies a financial potential.
The material data embodied in the GLIO are obtained by multiplying the trade volumes of each commodity by its percentage metal content as described in Nansai et al. (2014).
He calls his book a primer, but his real-life examples illustrate well how predictive analytics unleashes the power of data, and how "big data" embodies an extraordinary wealth of experience from which to learn.
A possible way to overcome these two drawbacks is to assume the data embodies a strong structure.
As we earn more and different types of credentials, badges and degrees, we are going to want to be able to share those credentials, analyze them and the data they embody to find the right school or the right employer.
Like data science, the problem of communicating and sharing the information embodied in pharmacometric models is challenging.
The aforementioned enormous values of big data are embodied in practical big data applications which bring a large number of big data-related challenging research issues.
The past few months have witnessed a mainstream groundswell around security and data privacy, embodied most notably in reaction to news of Cambridge Analytica's data-collection tactics and Facebook CEO Mark Zuckerberg's testimony before the U.S. Senate.
To me, the data hairball embodies both the promise and the threat behind big data and digital channels, and whenever I mention it to a roomful of marketers, I sense immediate recognition.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com