In this case, there is an aspect of the mission to ensure not only the quality and value of current science but the nurturing of new ideas and a new cadre of investigators that will be critical to the future.
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But one has to wonder, at what point does the sacrifice cease to have any value for the advancement of science and simply become the pursuit of hardship for its own sake?
The rise in the volume, variety, and velocity of data, the arrival of many new types of analytical tools all across the business intelligence value chain, and the emergence of new forms of computer science dedicated to data processing such as Hadoop, has created a vacuum.
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"You don't want to have excess cash tied up in the company that's not generating any value, " said Nick Fanandakis, chief financial officer of the manufacturing and science company.
For Victoria Fletcher (13), Rush Lyons (14), Thomas Shields (13) and their teammates, the experience of designing a product and marketing it to judges not only reinforced the value of teamwork, but demonstrated the applications that science and math can have on Earth and beyond.
In most places, after all, the public administrators of science are themselves drawn from the ranks of university scientists, and share a belief in the value of curiosity-driven inquiry.
In the extremely inexact science of deciding a soccer player's value, the one thing that most Premier League teams can agree is that they want players with Premier League experience.
They also employ algorithms to determine the fair value of each listed property, lending some rigor to a once-inexact science.
That view is shared by many of the scientists taking part in a project seen as having a value far beyond science.
Unlike many other companies in the realm of data science, Pentaho is focused on what users do to get value from data and how to make it easier, and it shows in their product.
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Assessing the fair value of derivatives and thinly (if at all) traded mortgage securities holdings is far more art than science, with wiggle-room galore.
And Adam McNichol - one of the few teaching this subject who has a computer science degree - told us the whole education system needed to change, so that the value of the subject was recognised.
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