NVIDIA RAPIDS vs. SAS Data Science Programming Comparison


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About The RAPIDS suite of software libraries, built on CUDA-X AI, gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs. It 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. Accelerate your Python data science toolchain with minimal code changes and no new tools to learn. Increase machine learning model accuracy by iterating on models faster and deploying them more frequently.	About Create, embed and govern analytically driven decision flows at scale in real-time or batch. SAS Data Science Programming enables data scientists who prefer a programmatic-only approach to access SAS analytical capabilities at all stages of the analytics life cycle, including data, discovery and deployment. Visualize and discover relevant relationships in your data. Create and share interactive reports and dashboards, and use self-service analytics to quickly assess probable outcomes for smarter, more data-driven decisions. Explore data and build or adjust predictive analytical models with this solution running in SAS® Viya®. Data scientists, statisticians, and analysts can collaborate and iteratively refine models for each segment or group to make decisions based on accurate insights. Solve complex analytical problems with a comprehensive visual interface that handles all tasks in the analytics life cycle.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs	Audience Professionals in need of a tool to create, embed and govern analytically driven decision flows at scale
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids	Company Information SAS United States support.sas.com/en/software/data-science-programming.html
Alternatives NVIDIA Magnum IO NVIDIA	Alternatives SAS Visual Data Science SAS
Cloudera Data Science Workbench Cloudera	SAS Visual Machine Learning SAS
Azure Data Science Virtual Machines Microsoft	SAS Visual Data Science Decisioning SAS
Domino Enterprise AI Platform Domino Data Lab	SAS Visual Statistics SAS
dotData View All	SAS Viya SAS View All
Categories AI Infrastructure Supported Data Science Supported	Categories Data Science Supported

Integrations Anaconda Supported Apache Spark Supported Databricks Supported Domino Enterprise AI Platform Supported Gradient Supported HPE Ezmeral Data Fabric Supported Iguazio Supported Kinetica Supported Microsoft 365 Not Supported Microsoft Excel Not Supported Microsoft Outlook Not Supported Microsoft PowerPoint Not Supported Microsoft Word Not Supported NVIDIA FLARE Supported Nuclio Supported Plotly Dash Supported SAS Visual Statistics Not Supported SAS Viya Not Supported Show More Integrations View All 17 Integrations	Integrations Anaconda Not Supported Apache Spark Not Supported Databricks Not Supported Domino Enterprise AI Platform Not Supported Gradient Not Supported HPE Ezmeral Data Fabric Not Supported Iguazio Not Supported Kinetica Not Supported Microsoft 365 Supported Microsoft Excel Supported Microsoft Outlook Supported Microsoft PowerPoint Supported Microsoft Word Supported NVIDIA FLARE Not Supported Nuclio Not Supported Plotly Dash Not Supported SAS Visual Statistics Supported SAS Viya Supported Show More Integrations View All 7 Integrations
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