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Dec 09, 2025
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BDSI 8310 - Microbiome Informatics2 Credits (2 Contact Hours)
This course is concerned with analysis of microbiome data enabled by high-throughput sequencing technologies. It briefly covers foundational concepts in microbial ecology, molecular biology, bioinformatics, and DNA sequencing. The main focus of the course is on developing an understanding of multivariate analysis of microbiome data. Practical skills developed in this course include managing high-dimensional and structured data in metagenomics, visualization and representation of high-dimensional data, normalization, filtering, and mixture-model noise modeling of count data, as well as clustering and predictive model building.
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