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Ashwin Sivakumar will be conducting a hands-on training workshop on machine learning in R for species distribution models (SDM). The workshop will be delivered as part of the American Statistical Association Orange County Long Beach Chapter Data Science Symposium and will cover the following:
Introduction to species distribution models.
Run through the R code for loading the species and bioclimatic environment data
Walk through a very simple modeling sample using the Random Forest modeling method using R
Show the results and explain the new species distribution output.