MLOps Vendor dotData Boosts Automation with Containers

As data science platforms expand across enterprise applications like predictive analytics, automated machine learning vendors are steadily integrating AI models with emerging infrastructure to ease deployment and orchestration. For example, data science automation specialist dotData this week released a container-based machine learning model aimed at real-time prediction. Applications include automated loan processing, dynamic pricing, fraud detection and industrial Internet of Things deployments such as a smart manufacturing partnership also announced this week. The Stream platform is designed to deliver real-time prediction using dotData's AI and machine learning models. Those models are downloaded from the company's flagship platform via a one-click process akin to launching a Docker application container.