Articles by Mark Miller

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Mark Miller

Mark is a Data Scientist within the Data & Analytics Operating Group, with a background in economics, machine learning and banking. He has worked as a researcher in the analytics space on a variety of topics for over 10 years and is based out of Columbus, Ohio. His interests include reading, running, hiking and podcasts.

Unpacking the Machine Learning Lifecycle with MLOps: Developing Your Model

We will discuss the first portion of the machine learning lifecycle of model research and development in this blog post.

What is MLOps? Getting Value out of Machine Learning

This post is part of a multi-part blog series to enhance understanding of and challenges involved with developing a mature machine learning environment.

Managing Model Drift Through MLOps

We know machine learning models can make your life easier, but what happens when these become less effective over time? We call it model drift.