Cloudera's latest innovations accelerate
enterprise AI use cases and significantly reduce deployment
time
New AMPs will be on display during EVOLVE24 in
Dubai September 12
SANTA CLARA,
Calif., Sept. 12, 2024 /PRNewswire/ -- Cloudera,
the only true hybrid platform for data, analytics and AI, today
announced several new Accelerators for ML Projects (AMPs), designed
to reduce time-to-value for enterprise AI use cases. The new
additions focus on providing enterprises with cutting-edge AI
techniques and examples within Cloudera that can assist AI
integration and drive more impactful results.
AMPs are end-to-end machine learning (ML) based
projects that can be deployed with a single-click directly from the
Cloudera platform. Each AMP encapsulates industry-leading practices
for tackling complex ML challenges with workflows that facilitate
seamless transitions, no matter where enterprises are running
examples or deploying data.
With its collection of AMPs, Cloudera is
committed to making AI more accessible so businesses can accelerate
adoption and maximize the value of both their own data and the
generated AI outputs. The latest AMPs and updates include:
- Fine-Tuning Studio - Provides users with an all-encompassing
application and "ecosystem" for managing, fine tuning, and
evaluating LLMs.
- RAG with Knowledge Graph - A demonstration of how to power a
RAG (retrieval augmented generation) application with a knowledge
graph to capture relationships and context not easily accessible by
vector stores alone.
- PromptBrew - Offers AI-powered assistance to
create high-performing and reliable prompts via a simple user
interface.
- Chat with Your Documents - Building upon the previous LLM
Chatbot Augmented with Enterprise Data AMP, this accelerator
enhances the responses of the LLM using context from an internal
knowledge base created from the documents uploaded by the
user.
In addition to accelerating AI projects, Cloudera
AMPs are fully open source and include deployment instructions for
any environment, serving as further testament of Cloudera's
commitment to the open source community.
"While almost every business is experimenting
with Generative AI, the technology is still so new that there are
very few best practices for enterprises," said The Futurum Group's
Chief Technology Advisor, Steven
Dickens. "As a result, it's common practice for data
scientists and AI engineers to build on existing examples when
starting new AI projects. However, there are many drawbacks with
this approach, including added security and legal risks. AMPs
remove this ambiguity by providing fully built, end-to-end
solutions that give data scientists a ready-to-go MVP for various
AI use cases that are proven to be effective and able to quickly
drive value."
"In today's environment, enterprises are
constrained with time and resources to get AI projects off the
ground," said Dipto Chakravarty,
Chief Product Officer at Cloudera. "Our AMPs are catalysts to
fast-track AI projects from concept to reality with pre-built
solutions and working examples, ensuring that use cases are
dependable and cost effective, while reducing development time.
This enables enterprises to swiftly experience the productivity
gains and efficiencies that come from AI initiatives."
Cloudera will be showcasing these updates during
Cloudera's EVOLVE24 Dubai event - one of the industry's
premier Data and AI conferences - taking place September 12 at the Museum of the Future.
Attendees can speak to experts onsite about strategies to enhance
productivity in the era of Generative AI, while gaining valuable
insights from visionary speakers, and data and AI experts.
Click here to learn more about how Cloudera's
AMPs can accelerate your AI use cases.
About Cloudera
Cloudera is the only
true hybrid platform for data, analytics, and AI. With 100x more
data under management than other cloud-only vendors, Cloudera
empowers global enterprises to transform data of all types, on any
public or private cloud, into valuable, trusted insights. Our open
data lakehouse delivers scalable and secure data management with
portable cloud-native analytics, enabling customers to bring GenAI
models to their data while maintaining privacy and ensuring
responsible, reliable AI deployments. The world's largest brands in
financial services, insurance, media, manufacturing, and government
rely on Cloudera to use their data to solve what seemed
impossible—today and in the future.
To learn more, visit Cloudera.com and
follow us on LinkedIn and X. Cloudera and associated
marks are trademarks or registered trademarks of Cloudera, Inc. All
other company and product names may be trademarks of their
respective owners.
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SOURCE Cloudera, Inc.