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BiS631
Data Mining
Data mining is an essential discipline for various applications including biological
big data analysis, precision medicine, and healthcare informatics. This
course introduces essential data mining techniques including clustering,
classification, association, and deep learning along with data preparation and
performance evaluation. Students will challenge their own data mining
applications as team projects so that they could consolidate their
understanding of essential work elements of actual data mining.
BiS732
Bio-Network
Biological systems consist of elements and interactions. Networks are
effective models to represent them and analyze their properties. This course
covers the most recent and state-of-the-art network-based techniques to
analyze biological systems in their molecular, cellular, physiological,
neurological and cognitive perspectives.
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