Moving Up The Value Chain in Machine Learning

In my daily work in Machine Learning and Full-Stack Software Engineering, I touch many aspects of Amazon Web Services (AWS) and am constantly surprised by how many new services are becoming available in the Machine Learning space, as well as their integration with other more bread-and-butter services involving computation and storage across the sprawling AWS platform. Furthermore, price-performance is improving exponentially.

This post will articulate my thoughts on moving up the value chain in Machine Learning, and how this means that an individual or…