Teradata and Dataiku Strengthen Integration to Ship AI at Scale

Could 23, 2023 | San Diego

New ClearScape Analytics capabilities give enterprises the flexibility to speed up Synthetic Intelligence (AI) initiatives with Dataiku fashions

Teradata (NYSE: TDC) right this moment introduced new ClearScape Analytics capabilities that are designed to permit enterprise prospects to import and operationalize Dataiku AI fashions contained in the Vantage analytics and information platform. With these new capabilities, Teradata expects to combine and operationalize Dataiku fashions at scale. This mixture of Dataiku and Teradata’s ClearScape Analytics empowers prospects to speed up digital transformations and ship AI-led enterprise worth.

Many AI tasks find yourself in a proof-of-concept graveyard, due to a myriad of challenges that stop organizations from realizing ROI from their AI investments. All enterprises that work with information for AI/ML want to organize, practice, and deploy their AI fashions. However information scientists are spending nearly 80% of their AI venture time merely making ready the information, driving an approximate five-month lag time in deploying AI fashions into manufacturing. “On common, 54% of AI tasks make it from pilot to manufacturing”, in accordance with Gartner®, Inc., “Gartner Survey Reveals 80% of Executives Assume Automation Can Be Utilized to Any Enterprise Choice,” August 22, 2022. This results in a variety of companies struggling to understand their AI promise.

The collaboration between Teradata and Dataiku intends to resolve these challenges with an all-in-one resolution that permits customers, of any skillset, to organize, practice, and operationalize AI fashions at scale. Utilizing Dataiku’s intuitive front-end user-interface and no-code performance with Teradata Vantage’s superior analytics capabilities, ClearScape Analytics, prospects are enabled to place extra AI fashions into manufacturing, quicker, and to quickly scale the utilization of these fashions throughout a company.

“AI is now not optionally available for companies that wish to compete – and win – in right this moment’s market,” stated Hillary Ashton, Chief Product Officer at Teradata. “To get forward of the pack, companies want AI companions which can be educated, dependable and trusted all through your complete AI lifecycle. Teradata’s long-standing relationship with Dataiku offers that assist, from begin to end. Whether or not customers are information scientists or non-technical, our continued alignment provides everyone the ability to develop an AI mannequin with velocity and scalability — multi function place.”

With Teradata Vantage, ClearScape Analytics, and Dataiku, extra customers can have entry to superior analytics by means of a single unified platform – accelerating innovation and permitting for AI operationalization at scale. Essentially the most influential new options to this integration embrace:

• Push Down from Dataiku to Teradata Vantage: Dataiku’s easy-to-use interface can generate SQL queries that get pushed all the way down to Teradata Vantage to be run at a quicker velocity and with extra scalability.
• Teradata Plugin for Dataiku: The Teradata Plugin for Dataiku offers “visible recipes” for executing the next ClearScape Analytics capabilities at scale on the Vantage platform:

  1. ClearScape Analytics In-Database Features: The most recent plugin helps all of ClearScape Analytics’ descriptive analytics, information cleaning, function engineering, machine studying, time collection and digital sign processing features which can be constructed natively into the analytics database. The recipe offers no-code interfaces permitting ClearScape Analytics performance to be leveraged inside any Dataiku workflow. 
  2. BYOM (Convey Your Personal Mannequin): Vantage customers can now import AI fashions developed in Dataiku natively, instantly into Vantage. This functionality streamlines the work required to deploy Dataiku fashions in Vantage, permitting simple operationalization of Dataiku fashions at scale. This recipe additionally offers no-code interfaces for scoring PMML and ONNX formatted fashions.
  3. In-Database Scripting: ClearScape Analytics has been supporting the native execution of R and Python scripts inside Vantage for fairly a while. With this easy-to-use interface in Dataiku, information scientists preferring coding can simply push their R and Python scripts to Vantage for processing, at scale, in parallel.

“Our collaboration with Teradata brings elevated worth to organizations throughout industries by enabling them to rapidly construct and operationalize their AI initiatives with a purpose to obtain their digital transformation objectives,” stated Abhijit Madhugiri, VP, World Know-how Alliances at Dataiku. “Dataiku’s extremely intuitive consumer interface, mixed with Teradata’s analytics and information processing capabilities, will assist organizations rework their companies and unlock the total potential of AI at scale.”

GARTNER is a registered trademark and repair mark of Gartner, Inc. and/or its associates within the U.S. and internationally and is used herein with permission. All rights reserved. 

Availability

Teradata Vantage and ClearScape Analytics’ new capabilities with Dataiku can be found right this moment, worldwide.

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