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Molecular Evolution (Bioinformatics IV)
Coursera MOOC / Non-credit 0

Molecular Evolution (Bioinformatics IV)

About this course

In the previous course in the Specialization, we learned how to compare genes, proteins, and genomes. One way we can use these methods is in order to construct a "Tree of Life" showing how a large collection of related organisms have evolved over time. In the first half of the course, we will discuss approaches for evolutionary tree construction that have been the subject of some of the most cited scientific papers of all time, and show how they can resolve quandaries from finding the origin of a deadly virus to locating the birthplace of modern humans. In the second half of the course, we will shift gears and examine the old claim that birds evolved from dinosaurs. How can we prove this? In particular, we will examine a result that claimed that peptides harvested from a T. rex fossil closely matched peptides found in chickens. In particular, we will use methods from computational proteomics to ask how we could assess whether this result is valid or due to some form of contamination. Finally, you will learn how to apply popular bioinformatics software tools to reconstruct an evolutionary tree of ebolaviruses and identify the source of the recent Ebola epidemic that caused global headlines.

A

90/100

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35/35
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16/20

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What you'll learn

  • understand evolutionary tree construction methods
  • apply bioinformatics tools to analyze genomic data
  • evaluate the validity of scientific claims about evolutionary relationships

Course objectives

  • explore significant scientific approaches for constructing evolutionary trees
  • assess claims regarding species evolution using computational methods
  • reconstruct an evolutionary tree of ebolaviruses
Machine Learning #data analysis #evolutionary biology #bioinformatics #genomics #phylogenetics #computational proteomics #viral evolution #tree of life #peptide analysis #dinosaur-bird connection
$79.00

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