Author Linda Haviland

Let’s review the various ways to deploy DataRobot models, starting at the model Leaderboard and addressing different use case needs.

This post was originally part of the DataRobot Community. Visit now to browse discussions and ask questions about DataRobot, AI Platform, data science, and more. While data science education has always emphasized how to get the most from algorithms and data, it only recently began promoting the importance of model deployment. To get any value from your ML models, you…

This post was originally part of the DataRobot Community. Visit now to browse discussions and ask questions about the DataRobot AI Platform, data science, and more. Sophisticated machine learning models have a reputation for being accurate yet difficult to interpret; however, you don’t simply have to accept that. In this learning session, we explore interpretability features that help you understand…

This post was originally part of the DataRobot Community. Visit now to browse discussions and ask questions about DataRobot, AI Platform, data science, and more. The Humility tab is useful for configuring rules that enable models to recognize, in real-time, when they make uncertain predictions or receive data they haven't seen before. In these cases, you can specify actions to…

This article summarizes how to solve a regression problem with DataRobot. Specifically, the topics include importing data, exploratory data analysis, and target selection, as well as modeling options, evaluation, interpretation and deployment.

Learn how banks can implement automated machine learning to improve investigation efficiency, reduce false positive alerts, and lower operational costs.

Join the session to explore ways to unearth the sources of late shipments and to discover potential solutions. This use case presents a simple, broadly applicable illustration of how a business analyst can use machine learning to identify the best opportunities to make the greatest impact for your organization.

Learn how to use the Deployments tab in the DataRobot platform to see the dashboard list of all the deployments you have.

Learn the fundamentals for tackling demand forecasting use cases, exemplified by a retail forecasting use case. Read now.