Course Details

Country: United Kingdom
Institution: University of York
Course Title: Statistical Pattern Recognition
Course Number: MAT00031H
Course Description: To introduce pattern recognition and machine learning techniques with the emphasis on applications in chemistry and biology. To describe algorithms for clustering and classification. To discuss application of the methods to large multivariate datasets obtained from –omics technologies (genomics/proteomics/metabolomics). To discuss application of the methods to computer vision problems, in particular the analysis of biological images. To allow students to apply the methods to a range of problems.
Language: English
Approved Equivalent: INTS 399
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