Understand your data when building data driven enterprise applications

16 Aug 2018
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Date submitted
16 Aug 2018
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Best practice
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Web page Web page
In this Q&A, computer industry pundit Dave Thomas, who is also Chief Scientist at Kx, outlines what IT departments should consider when embarking on building large-scale, Big Data enterprise applications. The first challenge is having an understanding of the domain to be able to build useful and efficient models. The second challenge is getting sufficient clean and labeled data, without bias, to serve as ground truth, and the final challenge is to understand what the analytics are really doing to be able to interpret the accuracy of the results.
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