Tag: big data | NVIDIA Developer Blog

big data

Data Science

SHAP-value

Explaining and Accelerating Machine Learning for Loan Delinquencies

By Mark J. Bennett, John Ashley and Patrick Hogan | November 12, 2020

Data Science

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Making Python Data Science Enterprise-Ready with Dask

By Jacob Schmitt and Matthew Rocklin | October 5, 2020

Accelerated Computing

Seven Things You Might Not Know about Numba

By Stanley Seibert | October 2, 2017

AI / Deep Learning

Figure 2: GOAI’s GPU data frame enables applications to interoperate on a shared data frame without movement.

GOAI: Open GPU-Accelerated Data Analytics

By Joshua Patterson and Keith Kraus | June 12, 2017

Artificial Intelligence

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Accelerate Recommender Systems with GPUs

By Brad Nemire | May 5, 2016

HPC

Figure 1: Graph algorithms exhibit non-locality and data-dependent parallelism. Large graphs, such as this map of the internet, represent billion-edge challenges that push the bandwidth limits of existing hardware architectures.

What to Do with All That Bandwidth? GPUs for Graph and Predictive Analytics

By Brad Bebee | March 21, 2016

HPC

mapd_logo

MapD: Massive Throughput Database Queries with LLVM on GPUs

By Alex Şuhan | June 23, 2015

HPC

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GPU-Accelerated R in the Cloud with Teraproc Cluster-as-a-Service

By Gord Sissons | June 2, 2015

Artificial Intelligence

Figure 2: Representative Memory hierarchies for CPU and GPU

BIDMach: Machine Learning at the Limit with GPUs

By John Canny | February 18, 2015