Nuxeo debuts new UI for deploying machine learning models
Nuxeo, provider of a cloud-native content services platform, is debuting a new low-code user interface (UI) for Nuxeo Insight.
The enhanced UI offers an intuitive, guided “point-and-click” experience that enables non-expert users to not only define and train new ML models, but also easily deploy and administer these models in production use cases.
“For most organizations, custom machine learning models have remained the exclusive domain of data scientists. However, with our entirely new, low-code interface, any organization can attain the same valuable business outcomes as those with AI experts,” said Chris McLaughlin, chief product and marketing officer at Nuxeo.
Nuxeo’s new user experience walks users through the step-by-step process of training and deploying customer machine learning models, enabling organizations to:
- Select the various values and data types they want the new model to populate
- Apply different parameters for predictions
- Select the appropriate content and data for successful model training
- Perform any necessary renditions or transformations
Nuxeo Insight’s new UI includes a dashboard that provides real-time updates on the training process and outcomes.
It also enables organizations to easily administer their custom ML models, allowing them to quickly promote new models into production and also to actively monitor the performance of their models over time.
With the new UI, users can even compare the performance of different ML models or different versions of the same model.
The overall goal is to provide an intuitive, easy-to-use environment that enables Nuxeo customers to continuously improve the performance of their ML models.
For more information about this release, visit www.nuxeo.com.