The Earth Institute Columbia University

Coding for Risk Management: dplyr in R

This week we cover dplyr, the grammar of data. Dplyr is complicated at first but the payoff is worth the effort. dplyr allows for easy manipulation of data and easy to read code. It can be combined ...
GitHub

Applied Linear Statistical Models

For convenience I have consolidated my new Python Jupyter notebooks for ALSM into my legacy R package. The aim is this update is the same, to teach you how to do applied statistics through the ALSM ...
GitHub

Plotnine: A grammar of graphics for Python

plotnine is an implementation of a grammar of graphics in Python based on ggplot2. The grammar allows you to compose plots by explicitly mapping variables in a dataframe to the visual characteristics ...
The Earth Institute Columbia University

Coding for Risk Management Seminar, Presented by the ERM Program

The Coding for Risk Management Seminar workshops get you started in Excel, VBA, R, Python, SQL, and GitHub. The first step in all of these languages is a big step; after taking it here, you will be ...