Introduction Welcome to this first post in my series on running R workloads in AWS. Today, we’ll explore how to use Docker to package R models effectively, providing a flexible and efficient solution for cloud migration. By the end of this post, you’ll understand: Why Docker is an …

Introduction Pandas is an incredibly powerful library for data analysis. We can use Pandas to effectively get an initial snapshot of our data and explore it for features, and insights. It is sometimes confusing to understand the use of 2 key methods on a pandas DataFrame - iloc and loc. This article …

The Problem: In this series I will chronicle my journey of working with a marketing attribution team that faced a common challenge in the data science world. They had several marketing attribution models written as a series of scripts in the R programming language hosted on Github. They were running …