ClearScape Analytics: Languages and APIs
api Languages and APIs

Drive more innovation with the power of choice

ClearScape Analytics™ makes breakthrough insights more accessible with frictionless connectivity to a variety of open-source and partner AI/ML tools.

What it is

Empower your data scientists to deliver more breakthroughs

Innovation doesn’t have limits. Why should your data science team? ClearScape Analytics’ robust partner network and open, connected ecosystem give your data scientists the power of choice. Now they can use their preferred tools to securely and seamlessly deliver more breakthroughs.

VantageCloud Enterprise and Lake Edition

Tap into more talent

Activate analytic talent across the organization by providing a secure, seamless way to use preferred languages and tools.


Operationalize any model

Import external models to run in parallel and at scale. It’s fast, easy, and secure.


Leverage best-in-class tools

Access the full spectrum of data science and AI/ML services in the cloud with our robust cloud integrations.


Unlock more innovation

Discover more possibilities by pairing ClearScape Analytics with powerful tools from our rich partner ecosystem.

The Total Economic Impact™ of ClearScape Analytics

See how you can drive ROI with Trusted AI

How can ClearScape Analytics help you drive ROI from Trusted AI? We commissioned Forrester Consulting to find out. This 2024 study shows how models enabled by ClearScape Analytics drove $125 million in profits and 244% ROI over three years for a current Teradata customer.

The Total Economic Impact™ of Teradata ClearScape AnalyticsTM, a commissioned study conducted by Forrester Consulting on behalf of Teradata, January 2024

Why it matters

Better decisions are fueled by frictionless connectivity

When you have the flexibility to use the best tool for the job, it gives you the power to make the right choices for your business. ClearScape Analytics’ seamless, secure integrations help teams across the organization to quickly and easily access and leverage insights.

Make AI as easy as 1-2-3

Activate effortless end-to-end machine learning

Tap into more talent, tools, and possibilities. 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.

  1. 1
    Prepare data
    • Open-source computing
    • Massively parallel processing (MPP)
  2. 2
    Train models
    • Partner tools
    • Bring Your Own Analytics (BYOA)
  3. 3
    Deploy models
    • Score partner models
    • In-database scoring
    • API call scoring
How it works

Drive breakthrough performance with the best tool for the job

To solve complex use cases, you may need to use a variety of different open-source tools and libraries. ClearScape Analytics makes it easy to access and use the right tool, every time.

Data scientists and business analysts can access ClearScape Analytics’ powerful in-database functions with their tool of choice, such as Python, R, SQL, or SAS.

ClearScape Analytics: Preferred tools

Enjoy seamless connectivity for model training and scoring with partner tools such as Amazon SageMaker, AzureML, Google Vertex AI, Dataiku,, and many more.

ClearScape Analytics: Partner Tools

Easily import external models into ClearScape Analytics with a standard model interchange format like PMML, MOJO, ONNX, or MLeap.

Bring Your Own Analytics (BYOA)

Perform all machine learning steps using ClearScape Analytics’ in-database analytics along with preferred tools, including front-end tools such as Python/R or SQL and orchestration tools such as Dataiku.

End-to-end ML
Who it helps

Flexibility for data science teams

Empower more innovators to do what they do best, their way.

Data Scientists - Reveal insights and solve complex problems with the unmatched speed and power of Teradata VantageCloud and ClearScape Analytics™

Innovate your way

Deliver more breakthroughs with your tools of choice. Just pair your preferred tools—including Dataiku, AzureML, Amazon SageMaker, and many more—with the power and scalability of ClearScape Analytics’ in-database analytics.

Other capabilities

Explore more ClearScape Analytics capabilities


Free hands-on demo environment

Experience the most powerful engine for AI innovation

Get a free hands-on demo environment for ClearScape Analytics™, VantageCloud’s powerful engine for deploying end-to-end AI/ML pipelines. Explore 80+ AI/ML use cases across multiple industries and analytic functions—from broken digital journeys and energy consumption forecasting to fraud detection and much more.

ClearScape Analytics Demo