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As India develops new rules governing the data of its residents, global firms are the first target.
Part of the challenge for this CDAO is that the terms governing the data at the aggregate level are not clear.
Modern data science applications frequently involve pipelines of exploratory analysis requiring accurate inference of a property of the distribution governing the data.
After a sufficient number of training iterations, nets learn to recognize patterns (if they exist) in the data and, in effect create, internal models of the processes governing the data.
Modern data science applicationsranging from graphical model learning to image registration to inference of gene regulatory networksfrequently involve pipelines of exploratory analysis requiring accurate inference of a property of the distribution governing the data rather than the distribution itself.
There are currently no universal standards governing the data capture, curation and processing techniques that give vital meaning and context to AI experiments.
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According to the policies established in the American Bar Association ABAA) Interpretation 503-1, acceptance of the GRE is consistent with the rules that govern the data that accredited law schools must collect from students seeking admission.
For many nonprofits and civil society organizations, this goes beyond compliance – they are seeking ways to responsibly govern the data they collect from, by, and of the communities they serve.
To cope with such complexity, in this paper, we present the Big Data Integration ontology, the core construct to govern the data integration process under schema evolution by systematically annotating it with information regarding the schema of the sources.
Another key issue is being the legal constraints and compliance requirements that govern the data.
This governs the data flow from the satellites to the server.
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