Might 23, 2023 | San Diego

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

Teradata (NYSE: TDC) at the 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 knowledge platform. With these new capabilities, Teradata expects to combine and operationalize Dataiku fashions at scale. This mix of Dataiku and Teradata’s ClearScape Analytics empowers prospects to speed up digital transformations and ship AI-led enterprise worth.

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

The collaboration between Teradata and Dataiku intends to unravel these challenges with an all-in-one answer that permits customers, of any skillset, to organize, prepare, 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, sooner, and to quickly scale the utilization of these fashions throughout a company.

“AI is not elective for companies that need to compete – and win – in at the moment’s market,” stated Hillary Ashton, Chief Product Officer at Teradata. “To get forward of the pack, companies want AI companions which might be educated, dependable and trusted all through your entire AI lifecycle. Teradata’s long-standing relationship with Dataiku supplies that assist, from begin to end. Whether or not customers are knowledge scientists or non-technical, our continued alignment provides all people the ability to develop an AI mannequin with pace 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 right down to Teradata Vantage to be run at a sooner pace and with extra scalability.
• Teradata Plugin for Dataiku: The Teradata Plugin for Dataiku supplies “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, knowledge cleaning, function engineering, machine studying, time sequence and digital sign processing capabilities which might be constructed natively into the analytics database. The recipe supplies 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, straight into Vantage. This functionality streamlines the work required to deploy Dataiku fashions in Vantage, permitting straightforward 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 native execution of R and Python scripts inside Vantage for fairly a while. With this easy-to-use interface in Dataiku, knowledge 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 shortly construct and operationalize their AI initiatives to be able to obtain their digital transformation targets,” stated Abhijit Madhugiri, VP, International Know-how Alliances at Dataiku. “Dataiku’s extremely intuitive consumer interface, mixed with Teradata’s analytics and knowledge 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 at the moment, worldwide.

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