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Home>H2O.ai and NVIDIA Bring Fast, Accurate and Interpretable Driverless AI with Automated Machine Learning and Feature Engineering

H2O.ai and NVIDIA Bring Fast, Accurate and Interpretable Driverless AI with Automated Machine Learning and Feature Engineering

H2O.ai and NVIDIA Bring Fast, Accurate and Interpretable Driverless AI with Automated Machine Learning and Feature Engineering

09/27/2017

H2O.ai and NVIDIA Bring Fast, Accurate and Interpretable Driverless AI with Automated Machine Learning and Feature Engineering

Businesses Can Leapfrog Data Scientist Shortage and Accelerate Adoption of AI with H2O.ai Driverless AI on NVIDIA DGX Systems

Strata Data Conference — H2O.ai today announced an offering built on NVIDIA DGX Systems to further democratize machine learning and address the growing demands placed on a limited number of trained data scientists.

Traditional approaches to machine learning require organizations to rely on highly skilled data scientists with years of domain knowledge. These experts continuously experiment to discover features that make machine learning algorithms more accurate and interpretable for business teams to consume. With most of the world’s elite data scientists flocking to Software AI giants, there is a vacuum in the diverse talent needed to transform businesses with AI.

H2O.ai’s Driverless AI platform, fully integrated on NVIDIA DGX systems, lets business users, analysts and data scientists use an incredibly fast, intuitive computing platform. Now customers can apply Automatic Feature Engineering and quickly develop hundreds of machine learning models to help businesses mitigate risks and maximize revenue potential. Driverless AI offers the first of its kind model interpretability to explain model accuracy and predictions transparently.

For example, with this new solution, banks can build pipelines and engineer thousands of features to reduce false positives in anti-money laundering or credit scores with lightning speed to make credit decisions on the spot. Likewise, online retailers can analyze consumer behavior as it happens to optimize order fulfillment and minimize shipping costs.

H2O.ai’s GPU-accelerated algorithms are optimized for NVIDIA DGX systems - a portfolio of purpose-built AI supercomputers that serve as the essential tool of leading-edge AI development. DGX systems feature an integrated software stack that enables organizations to get the fastest start in AI and the world’s most advanced data center GPU, the NVIDIA® Tesla® V100. NVIDIA DGX systems running H2O.ai’s Driverless AI deliver effortless productivity for business, with time-critical, accurate and explainable predictions in hours instead of days.

“Automation is key to industrial strength AI. It frees up time and talent for richer business strategies and imagination. Driverless AI is the killer-app for NVIDIA DGX Appliances. It combines the power of a world-class expert system of recipes for AI with fast, open and accurate GPU based algorithms. Automatic feature engineering and pipeline generation save time and operationalize data science for banks, insurance, e-commerce and other enterprises.” said Sri Ambati, co-founder and CEO of H2O.ai. “Interpretable AI builds trust in AI and automates report generation for regulatory purposes. Driverless AI on GPU Computing Platforms accelerates learning and data products with AI in enterprises.”

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