Why Bootstrapping Actually Works

A simple layman explanation of why this popular technique in data science makes sense

Photo by Nathan Dumlao on Unsplash

We do not always have abundant data for our projects. Often, we only have one sample dataset to work with due to the lack of resources to perform repeated experiments (e.g. for A/B testing).