Retain your model development investments. You can deploy any model risk-free in Teradata VantageCloud without losing functionality.
No more struggling to integrate externally developed models in a production environment. Teradata's Bring Your Own Model (BYOM) and Bring Your Own Analytics (BYOA) capabilities make it easy for data science teams to operationalize externally developed models.
With ClearScape Analytics™, you can scale AI/ML quicker and more effectively to solve your most complex challenges, reduce cost and friction, and accelerate time to value throughout your organization.
Integrated model scoring with business data, both in real time and batch scoring, for effective operationalization and automated monitoring of AI models.
ClearScape Analytics’ BYOM capability gives data scientists the freedom to use the tools they want in the most flexible way to help support more analytics use cases.
Data scientists can seamlessly import models into Teradata VantageCloud in the most popular formats, including PMML and MLeap.
Seamlessly import Open Neural Network Exchange (ONNX) formats for operationalizing deep learning models. ONNX is supported by several popular deep learning frameworks, including PyTorch, TensorFlow, Caffe2, and MXNet.
Import models developed with partner tools such as Dataiku and H20.ai. With Dataiku, you can also import proprietary Dataiku models in addition to models developed with open-source languages such as Python/R.
Tap into more possibilities by using preferred tools to operationalize externally developed models at scale.
Use preferred tools to productionize your work at hyper-scale.
Empower your data science team to work with their preferred tools while accelerating the operationalization of their work.