الثلاثاء, أغسطس 22, 2023

This MSc course focuses on the application of statistical techniques used in bioinformatics. It will cover numerous widely used bioinformatics and statistical methods and algorithms, along with their application to specific bioinformatics subjects. Methods and algorithms include dynamic programming, Markov models and hidden Markov models (HMMs), pattern recognition, machine learning, randomized algorithms, mixed models, information theory, and network analysis. Relevant bioinformatics subjects include DNA and protein sequence alignment and comparison; motif, gene, and pattern prediction; differential analysis; information extraction and prediction using bioinformatics data; and network and integrative analysis.