Machine Learning Operations on AWS
Understanding the importance and value of Machine Learning Operations
As a type of artificial intelligence, machine learning (ML) allows applications to learn and adapt to new data without human intervention. This makes ML a dynamic and open-loop system where models need continuous monitoring, training, and redeployments due to ever-evolving data. As a result, bringing ML models to production is difficult and time-consuming, requiring the discipline of delivering ML models through repeatable and efficient workflows known as machine learning operations (MLOps).
Mission Cloud releases you from the burden and high cost of recruiting and retaining in-house talent to develop and maintain an MLOps platform. Working with us and our team of data experts for your MLOps not only significantly lowers your costs, but also reduces the extensive amount of time and risks that are typically associated with doing MLOps on your own.