DataRobot Release 7.2 has arrived with groundbreaking new capabilities to help you prepare, build, deploy, and manage all your machine learning models while taking your AI-driven decisions to the next level. In our third major release of 2021, we have focused on the following key themes:
Code-First Data Science. Composable ML makes our legendary AutoML blueprints customizable, allowing you to configure and extend them with code written by your experts. Additionally, your coders can now do data preparation and create sophisticated data pipelines in Spark SQL with our new data flow editor.
Continuous AI. An innovative new feature for MLOps to keep your production models at peak performance through automated retraining policies and automatically generated challenger models.
Bias Monitoring in Production. MLOps now gives you the ability to monitor protected features in your dataset like age or gender in order to understand if bias is creeping into your production models, allowing you to identify the root cause.
Decision Intelligence. The No Code App Builder is now generally available, and we have added decision intelligence flows to MLOps, letting you apply complex business rules that post-process each and every prediction you make.
DataRobot Pathfinder Solution Accelerators enable you to find, preview, and get started with the most popular AI use cases in just a few clicks.
Enterprise Platform Readiness. Our platform architecture and administrative capabilities are significantly upgraded in Release 7.2. Modeling workers now run on Kubernetes, and DataRobot administrators can set multiple roles per user, and permanently delete users and all their associated artifacts.
There are even more features not listed here, including nowcasting for Automated Time Series, Visual AI anomaly detection, new public documentation, and other critical enhancements.
We’ve also announced the launch of our AI Cloud Platform, a new approach built for the demands, challenges, and opportunities of AI today. Join us on September 23rd as we unveil the details of AI Cloud, and see Release 7.2 in action!
Here are some highlights:
Resources for this release
For a complete list of new and enhanced features, please visit the DataRobot documentation Release center and join the conversation and ask your questions here in the DataRobot Community. We’ve created a series of demo videos to help you understand the changes and guide you through many of the new and updated features. (Some features are public preview, where noted below.)
External Prediction Insights (public preview) (copy and share link to this demo)
Bias and Fairness Monitoring (public preview) (copy and share link to this demo)
ROC Curve Enhancements (public preview) (copy and share link to this demo)
DataRobot Pipelines (public preview) (copy and share link to this demo)
Composable ML (public preview) (copy and share link to this demo)
Zepl Hosted Notebook (copy and share link to this demo)
Feature Discovery Enhancements (copy and share link to this demo)
Continuous AI: Model Retraining (public preview) (copy and share link to this demo)
No Code App Builder (copy and share link to this demo)
Decision Intelligence Flows (public preview) (copy and share link to this demo)
DataRobot Pathfinder Solution Accelerators (copy and share link to this demo)
Tell me what you think
If this material is helpful, let us know. If you still have questions about the release, definitely let us know. Other community members and DataRobot experts will help fill in any blanks—your feedback is critical to helping us get better. ClickCommentand let me know. Thanks! @RichardT