Therese Anders's repositories
workshop-dataviz-fsu
Workshop on advanced data visualization in ggplot2, taught at the Florida State University Summer Methods School (May 2019).
Workshop-DataManagement-tidyverse
Introduction to data management in R workshop series.
design-ds-classroom
Materials for the Designing the Data Science Classroom workshop at rstudio::conf 2020
Workshop-Intro-to-ggplot2
Introduction to data visualization with ggplot2 (April 2017)
dl-keras-tf
rstudio::conf(2020) deep learning workshop
ds-workshop-datamanagement
Workshop "Modern data management with R" taught at the Hertie School in January 2020
ds-workshop-dataviz
Workshop on data visualization in ggplot2, taught at the Hertie School in March 2020
territorialcontrol-jpr
Replication material for "Territorial control in civil wars. Theory and measurement using machine learning"
Workshop-Maps-in-R
USC POIR Workshop on Maps in R (April 2017)
ds-workshop-r-intro
Workshop "A gentle introduction to base R and RStudio" taught at the Hertie School in January 2020
applied-ml
Code and Resources for "Applied Machine Learning"
BDA_R_demos
Bayesian Data Analysis demos for R
covid19model
Code for modelling estimated deaths and cases for COVID19.
cshapes
:exclamation: This is a read-only mirror of the CRAN R package repository. cshapes — The CShapes Dataset and Utilities. Homepage: http://nils.weidmann.ws/projects/cshapes, https://r-forge.r-project.org/scm/viewvc.php/*checkout*/pkg/inst/shp/cshapes_shapefile_documentation.txt?root=cshapes
gdppc_pop_gdp
Estimates of GDP per capita, population, and GDP from a Bayesian measurement model
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
rstudio-conf
Materials for rstudio::conf
Workshop-LaTeX
USC POIR Workshop on LaTeX (February 2018)