DEVELOPER BLOG

Tag: open-source software

Data Science

Accelerating k-nearest Neighbors 600x Using RAPIDS cuML

k-Nearest Neighbors classification is a straightforward machine learning technique that predicts an unknown observation by using the k most similar known… 6 MIN READ
Data Science

How to Build a Winning Deep Learning Powered Recommender System-Part 3

Recommender systems (RecSys) have become a key component in many online services, such as e-commerce, social media, news service, or online video streaming. 21 MIN READ
Networking

Building an NVIDIA Pure SONiC Image

Pure SONiC is the version of SONiC that eliminates vendor dependence. Being community developed, publicly available, and 100% open source enables you to build a… 5 MIN READ
AI / Deep Learning

Leveraging Machine Learning to Detect Fraud: Tips to Developing a Winning Kaggle Solution

Kaggle is an online community that allows data scientists and machine learning engineers to find and publish data sets, learn, explore, build models… 21 MIN READ
AI / Deep Learning

Optimizing and Improving Spark 3.0 Performance with GPUs

Apache Spark continued the effort to analyze big data that Apache Hadoop started over 15 years ago and has become the leading framework for large-scale… 11 MIN READ
Data Science

Accelerating Apache Spark 3.0 with GPUs and RAPIDS

Given the parallel nature of many data processing tasks, it’s only natural that the massively parallel architecture of a GPU should be able to parallelize and… 10 MIN READ