What Is MLOps? An Introduction to Machine Learning Operations

Unless you already have a specific amount of training, you may be asking yourself, "What is MLOps?" In machine learning engineering, MLOps is a critical component focusing on optimizing the process of both deploying machine learning models and maintaining machine learning models. MLOps cannot be handled by a single position, but requires a team typically made up of data scientists, DevOps (development operations) engineers, and IT professionals. In this guide, we will break down what MLOps stands for, how it is used, and how to get started effectively using MLOps for your projects and goals. MLOps stands for machine learning operations.