PyData Meetup at Venture Cafe: NVIDIA RAPIDS

This is a satellite event of the PyData Miami (https://pydata.org/miami2019/) conference at VentureCafe (http://venturecafemiami.org).

Presentation by NVIDIA about their RAPIDS (https://rapids.ai/) suite of open source software libraries for building data science and analytics pipelines entirely on graphics cards.

RAPIDS relies on NVIDIA® CUDA® primitives for low-level compute optimization, but exposes that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces.

RAPIDS also focuses on common data preparation tasks for analytics and data science. This includes a familiar DataFrame API that integrates with a variety of machine learning algorithms for end-to-end pipeline accelerations without paying typical serialization costs. RAPIDS also includes support for multi-node, multi-GPU deployments, enabling vastly accelerated processing and training on much larger dataset sizes.