Certificate Phylogenetic Inference Techniques
-- ViewingNowThe Certificate Phylogenetic Inference Techniques course is a comprehensive program designed to provide students with the essential skills for career advancement in bioinformatics and evolutionary biology. This course focuses on the importance of phylogenetic inference techniques, which are widely used to study the evolutionary relationships among organisms.
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โข Introduction to Phylogenetic Inference: Evolutionary trees, principles of phylogenetics, types of phylogenetic trees
โข Data Collection: Molecular data, morphological data, character selection, data alignment
โข Phylogenetic Models: Model selection, substitution models, rate heterogeneity
โข Tree Search Methods: Maximum likelihood, bayesian inference, neighbor joining, parsimony
โข Assessing Tree Support: Bootstrapping, jackknifing, posterior probabilities, confidence intervals
โข Ancestral State Reconstruction: Parsimony, maximum likelihood, Bayesian methods
โข Divergence Time Estimation: Molecular clock, node calibration, Bayesian methods
โข Comparative Methods: Phylogenetic comparative methods, independent contrasts, Pagel's lambda
โข Practical Applications: Systematics, evolutionary biology, conservation biology, epidemiology
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