Data Science

Zero to RAPIDS in Minutes with NVIDIA GPUs + Saturn Cloud

With RAPIDS, practitioners can quickly accelerate data science workloads on NVIDIA GPUs, and with Saturn Cloud focus on solving their business challenges. 9 MIN READ
Data Science

Accelerating XGBoost on GPU Clusters with Dask

In XGBoost 1.0, we introduced a new official Dask interface to support efficient distributed training. Fast-forwarding to XGBoost 1.4, the interface is now… 11 MIN READ
Data Science

Dask Tutorial - Beginner's Guide to Distributed Computing with GPUs in Python

This is the fourth installment of the series of introductions to the RAPIDS ecosystem. The series explores and discusses various aspects of RAPIDS that allow… 8 MIN READ
Data Science

Making Python Data Science Enterprise-Ready with Dask

At NVIDIA, we are driving change in data science, machine learning, and artificial intelligence. Some of the key trends that drive us are as follows: The rise… 10 MIN READ
Data Science

Accelerating Python for Exotic Option Pricing

In finance, computation efficiency can be directly converted to trading profits sometimes. Quants are facing the challenges of trading off research efficiency… 25 MIN READ