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Dec 04, 2024
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CBE 672 - Computational Bioinformatics3 Credit Hours
Modeling and analysis of DNA/RNA and protein sequences. Topics include STR and SNP DNA measurement data for human identification; dynamic programming; distance measures, clusters, and link analysis and discovery; clustering algorithms; data mining using SVD method; dynamic indexing of data collections using clustering; probability theory; Bayesian and maximum likelihood estimation; entropy as a measure of information content and inductive inference; parallel computation. Applications to biological molecules will be studied.
Recommended Background: Programming skills, and linear algebra.
Registration Restriction(s): Minimum student level – graduate.
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