Speed up Data Processing and Machine Learning with NVIDIA RAPIDS on AWS

Data Scientists spend a significant amount of time on ETL and ML model training. For example, processing a dataset on the scale of 1TB in a popular TPC-xBB benchmark takes a few hours. In this talk we will demonstrate a significant speedup in data processing and training using RAPIDS : a set of open source Python based and GPU accelerated libraries.