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A course in the theory and practice of phylogenetic inference from DNA sequence data

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Botany/PlantPath 563 Phylogenetic Analysis of Molecular Data (UW-Madison)

A course in the theory and practice of phylogenetic inference from DNA sequence data. Students will learn all the necessary components of state-of-the-art phylogenomic analyses and apply the knowledge to the data analyses of their own organisms.

Learning outcomes

By the end of the course, you will be able to

  1. Explain in details all the steps in the pipeline for phylogenetic inference and how different data and model choices affect the inference outcomes
  2. Plan and produce reproducible scripts with the analysis of your own biological data
  3. Justify the data and model choices in your own data analysis
  4. Interpret the results of the most widely used phylogenetic methods in biological terms
  5. Orally present the results of your own phylogenomic data analyses based on the best scientific and reproducibility practices

Textbooks and references

  • Phylogenetics in the Genomic Era (open access book) by Celine Scornavacca, Frederic Delsuc and Nicolas Galtier (denoted HAL in the schedule)
  • Tree thinking: an introduction to phylogenetic biology by David Baum and Stacey Smith (optional: denoted Baum in the schedule)
  • The Phylogenetic Handbook by Philippe Lemey, Marco Salemi and Anne-Mieke Vandamme (optional: denoted HB in the schedule)
  • The full list of papers used in this class can be found in this link