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We show that these algorithms sustain high-performance and allow the analysis of enormous datasets.
The other priority areas for Osborne included information technology, in particular the increasing need for more efficient computers to work on "big data", where scientists collect and analyse enormous datasets in biology and elsewhere.
The fresh money is intended to boost high-level skills in areas where Britain can take a leading role, such as new technologies for energy storage, the manufacture of advanced materials, processing enormous datasets, energy-efficient computing, and synthetic biology.
CS267 was originally designed to teach students how to program parallel computers to efficiently solve challenging problems in science and engineering, where very fast computers are required either to perform complex simulations or to analyze enormous datasets.
And, making use of this data will require the analytic methods we are currently developing to reduce the enormous datasets into usable patterns of results, all aimed to help regulators improve market monitoring and surveillance.
Designed by assistant professors Yufeng Shen, Peter Sims, and Chaolin Zhang, the course covers both the experimental principles of next-generation sequencing and key statistical methods for analyzing the enormous datasets that such technologies produce.
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"We don't have an enormous dataset to draw on, so whatever shaped curve we're on, we're only at the beginning of it".
However the research has already yielded an enormous dataset for the identification, detection and study of the molecular evolution of Phytophthora species.
"Today, Professor Goldberg and AUTOLAB researcher Jeff Mahler are announcing the release of an enormous dataset that provides the foundation for Dex-Net 2.0, a project that uses neural networks to develop highly reliable robot grasping across a wide variety of rigid objects.
The visualization and exploration of such an enormous dataset requires specific tools as well.
This approach was able to condense the enormous dataset to a manageable subset of discriminative genes, which can now be subjected to detailed functional studies.
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