MOUNTAIN VIEW, Calif.,
March 18, 2019 /PRNewswire/ --
H2O.ai, the open source leader in AI and Machine Learning,
today announced that H2O Driverless AI, the award-winning automatic
machine learning platform, and H2O4GPU, the open source
GPU-accelerated machine learning package, are now optimized for the
new NVIDIA-powered Data Science Workstations with NVIDIA Quadro RTX
GPUs and NVIDIA CUDA-X AI acceleration libraries. H2O.ai also
announced it will integrate NVIDIA RAPIDS to take advantage of its
GPU-optimized machine learning algorithms.
When combined with H2O Driverless AI, NVIDIA-powered Data
Science Workstations allow data scientists to work on extremely
complex models and pipelines easily with highly optimized
infrastructure that reduces time to results. Models and pipelines
can be easily re-trained on the Data Science Workstations to
support larger datasets or even include an H2O Sparkling Water
cluster that runs on massive datasets.
"H2O.ai is excited for our partnership with NVIDIA towards
accelerating machine learning for everyone. With H2O Driverless AI
on NVIDIA-powered Data Science Workstations it is faster, cheaper
and easier to build and deploy machine learning models. Recipes
from our open source community and some of the world's greatest
data science grandmasters make solving a whole class of data
problems fast, explainable and easy," said Sri Ambati, CEO and founder of H2O.ai. "Our
mission to democratize AI for the enterprise is now within reach
with automatic machine learning from H2O.ai on GPUs by NVIDIA."
NVIDIA RAPIDS builds on popular open-source projects — including
Apache Arrow, Pandas and Scikit-learn. With the addition of GPU
acceleration to the most popular Python data science toolchain, it
becomes a natural choice to improve workflows inside Driverless AI
by taking advantage of GPU-accelerated machine learning
algorithms.
The combined offerings deliver the fastest and most accurate
iterations of machine learning models. Driverless AI uses the
following GPU-accelerated algorithms giving data scientists
flexibility:
- LightGBM for a high performance and scalable implementation of
Gradient Boosted Machines optimized for large datasets
- TensorFlow-based models and network for NLP use cases
- Truncated SVD (singular value decomposition) and PCA (principal
component analysis) for dimensionality reduction and feature
engineering
- Improved K-means and XGBoost performance on multi-GPU workloads
for faster performance and ability to handle larger datasets
In addition, H2O.ai continues to democratize AI by making H2O
Driverless AI and H2O4GPU available from the NVIDIA NGC software
hub.
"The NVIDIA-powered Data Science Workstation combined with H2O
Driverless AI and H2O4GPU provide a comprehensive solution for
enterprises looking to transform their businesses with automatic
machine learning," said Bob Pette,
Vice President of Professional Visualization at NVIDIA. "Our
financial, healthcare and insurance customers are able to see real
growth from the collaboration by gaining tremendous speed to
insights and interpretability."
Automating Data Science Workflows
H2O Driverless AI
empowers data scientists to work on projects faster and more
efficiently by using automation and state-of-the-art computing
power to accomplish tasks that typically takes months in just
minutes or hours. By delivering automatic feature engineering,
model validation, model tuning, model selection and deployment,
machine learning interpretability, time-series, NLP and automatic
pipeline generation for model scoring, H2O Driverless AI provides
companies with a data science platform that addresses the needs of
a variety of use cases for every enterprise in every industry.
The latest release of H2O Driverless AI on Data Science
Workstations is available now.
Connect with H2O.ai at GTC in San
Jose, March 18-21
See
H2O.ai in action at Booth #637
H2O.ai will be delivering two sessions at the event:
- Implementing Machine Learning on GPUs
- Practical Machine Learning Interpretability Techniques
Connect with H2O.ai
- Visit H2O.ai at GTC San Jose, March
18-21. Booth #637
- Download Driverless AI for a free 21-day trial:
h2o.ai/try-driverless-ai/
- Visit us to learn more: h2o.ai
- Follow us on Twitter: twitter.com/H2Oai
- Connect with us on LinkedIn: linkedin.com/company/0xdata/
About H2O.ai
H2O.ai is the open source leader in AI with a mission is to
democratize AI for everyone. H2O.ai is transforming the use of AI
with software with its category-creating visionary open source
machine learning platform, H2O. More than 18,000 companies use
open-source H2O in mission-critical use cases for Finance,
Insurance, Healthcare, Retail, Telco, Sales and Marketing. H2O
Driverless AI uses AI to do AI in order to provide an easier,
faster and cost-effective means of implementing data science.
H2O.ai partners with leading technology companies such as NVIDIA,
IBM, Intel, AWS, Microsoft Azure and Google Cloud Platform and is
proud of its growing customer base which includes Capital One,
Progressive Insurance, Comcast, Walgreens and MarketAxess. For more
information and to learn more about how H2O.ai is driving an AI
Transformation, visit www.h2o.ai.
Media Contact:
Amber
Winans
press@h2o.ai
510-984-1526
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SOURCE H2O.ai