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ModelOps is a software platform for organizations and developers to responsibly deploy, monitor, and get value from AI - at scale. We dive deep into the next step in the ModelOps pipeline, Model Training. This blog follows the first post in our series where we cover everything you need to know about Data Acquisition and Preparation and discuss how foundational it is for successful Artificial Intelligence investments. It is important to consider the time, resources, and corresponding costs of each model training process. The first thing to consider is the business application and the goal of the project.