GPU-Accelerated Spark XGBoost – A Major Milestone on the Road to Large-Scale AI – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-19T00:42:03Z http://www.open-lab.net/blog/feed/ Nefi Alarcon <![CDATA[GPU-Accelerated Spark XGBoost �C A Major Milestone on the Road to Large-Scale AI]]> https://news.www.open-lab.net/?p=15108 2022-08-21T23:48:45Z 2019-10-15T15:00:53Z Machine learning at scale can deliver powerful, predictive capabilities to millions of users, but it hinges on overcoming two key challenges across on-prem or...]]> Machine learning at scale can deliver powerful, predictive capabilities to millions of users, but it hinges on overcoming two key challenges across on-prem or...

Machine learning at scale can deliver powerful, predictive capabilities to millions of users, but it hinges on overcoming two key challenges across on-prem or cloud infrastructure �C speeding up pre-processing of massive volumes of data and accelerating compute intensive model training. To tackle these challenges, we started with the popular gradient boosting library XGBoost as it provides a��

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