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What’s New in DataRobot Release 7.3

YuliaS
DataRobot Employee
DataRobot Employee

DataRobot 7.3 is here!

DataRobot AI Cloud has expanded capabilities designed for all users to enable AI-driven decisions across all lines of business, within a single platform. In the 7.3 Release, we have focused on the following key themes:

1. Code-Centric Data Science 

DataRobot Pipelines and Composable ML are now generally available for all Managed AI Cloud users. ​​You can import the data using a variety of options, transform that data with Spark SQL, and create an output to the same or a different module. Then, use that data to create custom blueprints, which you can use together with other AI Cloud capabilities to boost productivity.

2. Expanded Modeling with Diverse Data 

With Multimodal Clustering, Multilabel Classification, and Unlimited Multiclass, DataRobot now covers any task, any data, out-of-the-box, allowing you to create more complex pipelines, more easily. In addition, you can also run anomaly detection with images and leverage enhanced Text AI. In 7.3, DataRobot Time Series makes it easy to create, deploy, and manage highly accurate forecasts across hundreds of segments and thousands of items with segmented modeling.

3. More Confidence and Trust with DataRobot MLOps

Bias and Fairness Monitoring for deployments is now generally available, which ensures bias and fairness mitigation at every step of the AI lifecycle. With Automatic Compliance Reports, you can accelerate regulatory reviews for any model. In addition, Challenger Model Comparisons will help you review and compare model behavior for your champion model before deciding on a model replacement. 

4. Decision Intelligence 

Now you can create Decision Intelligence flows incorporating complex rules and business logic. Then, use the Decision API to monitor the decision's service health as it continuously scores incoming data, accelerating decision-making and improving overall business performance. With Release 7.3, you can now create Predictor applications from time series deployments. Time Series support in the No Code App Builder lets you build AI-powered apps for both multiseries and single series projects at multiple time unit resolutions.

These are just some of the major highlights of the DataRobot 7.3 Release. For a complete list of new and enhanced features, please visit the DataRobot documentation release center. Make sure to join the conversation and ask your questions here in the DataRobot Community by replying to this post.  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. (Note that some features are public preview; contact your DataRobot representative or administrator for information on enabling them.)

Note: Features described here as part of the Release 7.3.0, released 12-14-2021, are immediately available for both DataRobot on-premise and Managed AI Cloud users.

Machine Learning

Multimodal Clustering (GA)
(copy and share link to this demo)

Visual AI Anomaly Detection (GA)
(copy and share link to this demo)

Composable ML (GA for Managed AI Cloud, Private Preview for On-Prem)
(copy and share link to this demo)
Text AI (GA)
(copy and share link to this demo)

MLOps 

Challenger Model Comparison (Public Preview)
(copy and share link to this demo)

Decision Intelligence

Decision Flows (Public Preview)
(copy and share link to this demo)

No Code App Builder Time Series Support (Public Preview)
(copy and share link to this demo)

How can I help?

If you have questions about the release, please click Reply and send them along so we can fill in any blanks. Your questions and feedback help us get better. Thanks! @YuliaS  

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