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While neural networks have made progress based on the availability of huge amounts of data online, the Allen Institute approach works with relatively sparse data (even all the standardized-test questions do not make up a big data set).
Moreover, with the advance of big data related technologies, and the availability of huge amounts of financial and economic network data, advanced computing technologies and data analytics that can comprehend such big data are also needed.
In the summer of 2008, when Wired magazine ran a cover story titled "The End of Science," former Editor-in-Chief Chris Anderson wrote, "The new availability of huge amounts of data, along with the statistical tools to crunch these numbers, offers a whole new way of understanding the world.
There are a lot of reasons for the tough current employment environment, including weak demand and the recent availability of huge amounts of cheap labor around the world.
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One of the implications of the 20 years development in information and communication technologies is availability of huge amount of data.
The availability of huge amount of retail data stimulates challenging questions that can be answered only by a deep and accurate analysis of different aspects related to customers' shopping sessions.
This is one of the most formidable challenges of modern biology characterized by the availability of huge amount of high throughput measurements.
The recent availability of huge amount of sequence data for a wide range of organisms, together with new methodological developments of in silico mining of microsatellites, have tremendously increased the characterization of these markers [ 5], and will certainly catalyze the study of genomic distribution of microsatellites in eukaryotes.
A particularly important need is the availability of large amounts of suitable enzyme cocktails for the saccharification of huge amounts of cellulosic residues and wastes.
With the availability of a huge amount of data that are of high-dimensionality and inter-linkage, traditional databases and search mechanisms cannot satisfy data discovery requirements.
Thus, the potential availability of a huge amount of international fund catalyzed the mushrooming of NGO-business in every part of the country.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com