Teradata and Dataiku Strengthen Integration to Deliver AI at Scale
23 Maio 2023 - 10:00AM
Business Wire
New ClearScape Analytics capabilities give
enterprises the ability to accelerate Artificial Intelligence (AI)
initiatives with Dataiku models
Teradata (NYSE: TDC) today announced new ClearScape Analytics
capabilities which are designed to allow enterprise customers to
import and operationalize Dataiku AI models inside the Vantage
analytics and data platform. With these new capabilities, Teradata
expects to integrate and operationalize Dataiku models at scale.
This combination of Dataiku and Teradata’s ClearScape Analytics
empowers customers to accelerate digital transformations and
deliver AI-led business value.
Many AI projects end up in a proof-of-concept graveyard, thanks
to a myriad of challenges that prevent organizations from realizing
ROI from their AI investments. All enterprises that work with data
for AI/ML need to prepare, train, and deploy their AI models. But
data scientists are spending almost 80% of their AI project time
simply preparing the data, driving an approximate five-month lag
time in deploying AI models into production. “On average, 54% of AI
projects make it from pilot to production”, according to Gartner®,
Inc., “Gartner Survey Reveals 80% of Executives Think Automation
Can Be Applied to Any Business Decision,” August 22, 2022. This
leads to a wide range of businesses struggling to realize their AI
promise.
The collaboration between Teradata and Dataiku intends to solve
these challenges with an all-in-one solution that enables users, of
any skillset, to prepare, train, and operationalize AI models at
scale. Using Dataiku’s intuitive front-end user-interface and
no-code functionality with Teradata Vantage’s advanced analytics
capabilities, ClearScape Analytics, customers are enabled to put
more AI models into production, faster, and to rapidly scale the
usage of those models across an organization.
“AI is no longer optional for businesses that want to compete –
and win – in today’s marketplace,” said Hillary Ashton, Chief
Product Officer at Teradata. “To get ahead of the pack, businesses
need AI partners that are knowledgeable, reliable and trusted
throughout the entire AI lifecycle. Teradata’s long-standing
relationship with Dataiku provides that support, from start to
finish. Whether users are data scientists or non-technical, our
continued alignment gives everybody the power to develop an AI
model with speed and scalability – all in one place.”
With Teradata Vantage, ClearScape Analytics, and Dataiku, more
users will have access to advanced analytics through a single
unified platform - accelerating innovation and allowing for AI
operationalization at scale. The most influential new features to
this integration include:
- Push Down from Dataiku to Teradata Vantage: Dataiku's
easy-to-use interface can generate SQL queries that get pushed down
to Teradata Vantage to be run at a faster speed and with more
scalability.
- Teradata Plugin for Dataiku: The Teradata Plugin for
Dataiku provides “visual recipes” for executing the following
ClearScape Analytics capabilities at scale on the Vantage platform:
- ClearScape Analytics In-Database Functions: The latest
plugin supports all of ClearScape Analytics’ descriptive analytics,
data cleansing, feature engineering, machine learning, time series
and digital signal processing functions that are built natively
into the analytics database. The recipe provides no-code interfaces
allowing ClearScape Analytics functionality to be leveraged within
any Dataiku workflow.
- BYOM (Bring Your Own Model): Vantage users can now
import AI models developed in Dataiku natively, directly into
Vantage. This capability streamlines the work required to deploy
Dataiku models in Vantage, allowing easy operationalization of
Dataiku models at scale. This recipe also provides no-code
interfaces for scoring PMML and ONNX formatted models.
- In-Database Scripting: ClearScape Analytics has been
supporting the native execution of R and Python scripts within
Vantage for quite some time. With this easy-to-use interface in
Dataiku, data scientists who prefer coding can easily push their R
and Python scripts to Vantage for processing, at scale, in
parallel.
“Our collaboration with Teradata brings increased value to
organizations across industries by enabling them to quickly build
and operationalize their AI initiatives in order to achieve their
digital transformation goals,” said Abhijit Madhugiri, VP, Global
Technology Alliances at Dataiku. “Dataiku’s incredibly intuitive
user interface, combined with Teradata’s analytics and data
processing capabilities, will help organizations transform their
businesses and unlock the full potential of AI at scale.”
GARTNER is a registered trademark and service mark of Gartner,
Inc. and/or its affiliates in the U.S. and internationally and is
used herein with permission. All rights reserved.
Availability
Teradata Vantage and ClearScape Analytics’ new capabilities with
Dataiku are available today, worldwide.
Begin your journey with Teradata and Dataiku with a 14-Day Free
Trial.
About Teradata
Teradata is the connected multi-cloud data platform for
enterprise analytics company. Our enterprise analytics solve
business challenges from start to scale. Only Teradata gives you
the flexibility to handle the massive and mixed data workloads of
the future, today. Learn more at Teradata.com.
The Teradata logo and ClearScape Analytics are
trademarks, and Teradata is a registered trademark of Teradata
Corporation and/or its affiliates in the U.S. and worldwide.
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January Machold 858-485-3049 office
January.Machold@Teradata.com
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