Inference and Prediction Part 1: Machine Learning

This post is the first in a three part series covering the difference between prediction and inference in modeling data. Through this process we will also explore the differences between Machine Learning and Statistics. We start here with statistics, ultimately working towards a synthesis of these two approaches to modeling