Using the GLM Net Package to Attack Large Data Sets

The GLM net package is a way of attacking these problems. It lets you tune between two extremes: One where you select very few variables to explain the output, and one where you select a little bit of every variable. There are other packages that let you distribute these types of regression analyses across multiple machines. And that's what we're doing with our big data right now at Convertoro.