Thursday, April 18, 2024

Teradata and Dataiku Enhance Integration to Ship AI at Scale

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Might 23, 2023 | San Diego

New ClearScape Analytics functions give enterprises the facility to boost up Synthetic Intelligence (AI) tasks with Dataiku fashions

Teradata (NYSE: TDC) lately introduced new ClearScape Analytics functions which can be designed to permit undertaking consumers to import and operationalize Dataiku AI fashions within the Vantage analytics and knowledge platform. With those new functions, Teradata expects to combine and operationalize Dataiku fashions at scale. This mix of Dataiku and Teradata’s ClearScape Analytics empowers consumers to boost up virtual transformations and ship AI-led industry price.

Many AI initiatives finally end up in a proof-of-concept graveyard, because of a myriad of demanding situations that save you organizations from knowing ROI from their AI investments. All enterprises that paintings with information for AI/ML wish to get ready, teach, and deploy their AI fashions. However information scientists are spending nearly 80% in their AI undertaking time merely making ready the information, riding an approximate five-month lag time in deploying AI fashions into manufacturing. “On reasonable, 54% of AI initiatives make it from pilot to manufacturing”, consistent with Gartner®, Inc., “Gartner Survey Unearths 80% of Executives Suppose Automation Can Be Implemented to Any Industry Resolution,” August 22, 2022. This ends up in quite a lot of companies suffering to comprehend their AI promise.

The collaboration between Teradata and Dataiku intends to unravel those demanding situations with an all-in-one answer that permits customers, of any skillset, to organize, teach, and operationalize AI fashions at scale. The use of Dataiku’s intuitive front-end user-interface and no-code capability with Teradata Vantage’s complex analytics functions, ClearScape Analytics, consumers are enabled to place extra AI fashions into manufacturing, quicker, and to hastily scale using the ones fashions throughout a company.

“AI is now not not obligatory for companies that need to compete – and win – in lately’s market,” mentioned Hillary Ashton, Leader Product Officer at Teradata. “To get forward of the pack, companies want AI companions which can be an expert, dependable and depended on during all the AI lifecycle. Teradata’s long-standing courting with Dataiku supplies that reinforce, from begin to end. Whether or not customers are information scientists or non-technical, our endured alignment provides everyone the ability to expand an AI style with pace and scalability — multi functional position.”

With Teradata Vantage, ClearScape Analytics, and Dataiku, extra customers could have get entry to to complex analytics via a unmarried unified platform – accelerating innovation and bearing in mind AI operationalization at scale. Essentially the most influential new options to this integration come with:

  • Push Down from Dataiku to Teradata Vantage: Dataiku’s easy-to-use interface can generate SQL queries that get driven right down to Teradata Vantage to be run at a quicker pace and with extra scalability.
  • Teradata Plugin for Dataiku: The Teradata Plugin for Dataiku supplies “visible recipes” for executing the next ClearScape Analytics functions at scale at the Vantage platform:

    1. ClearScape Analytics In-Database Purposes: The most recent plugin helps all of ClearScape Analytics’ descriptive analytics, information cleaning, characteristic engineering, device studying, time sequence and virtual sign processing purposes which can be constructed natively into the analytics database. The recipe supplies no-code interfaces permitting ClearScape Analytics capability to be leveraged inside any Dataiku workflow. 
    2. BYOM (Carry Your Personal Type): Vantage customers can now import AI fashions advanced in Dataiku natively, at once into Vantage. This capacity streamlines the paintings required to deploy Dataiku fashions in Vantage, permitting clean operationalization of Dataiku fashions at scale. This recipe additionally supplies no-code interfaces for scoring PMML and ONNX formatted fashions.
    3. In-Database Scripting: ClearScape Analytics has been supporting the local execution of R and Python scripts inside Vantage for slightly 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 higher price to organizations throughout industries by way of enabling them to temporarily construct and operationalize their AI tasks to be able to reach their virtual transformation targets,” mentioned Abhijit Madhugiri, VP, World Generation Alliances at Dataiku. “Dataiku’s extremely intuitive person interface, blended with Teradata’s analytics and knowledge processing functions, will lend a hand organizations become their companies and unencumber the whole possible of AI at scale.”

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

Availability

Teradata Vantage and ClearScape Analytics’ new functions with Dataiku are to be had lately, international.

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Teradata is the attached multi-cloud information platform for undertaking analytics corporate. Our undertaking analytics clear up industry demanding situations from begin to scale. Best Teradata will provide you with the versatility to deal with the large and combined information workloads of the long run, lately. Be told extra at Teradata.com.


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