Azure Data Science Virtual Machines vs. NVIDIA RAPIDS Comparison


Azure Data Science Virtual Machines Microsoft	NVIDIA RAPIDS NVIDIA	+	+
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About DSVMs are Azure Virtual Machine images, pre-installed, configured and tested with several popular tools that are commonly used for data analytics, machine learning and AI training. Consistent setup across team, promote sharing and collaboration, Azure scale and management, Near-Zero Setup, full cloud-based desktop for data science. Quick, Low friction startup for one to many classroom scenarios and online courses. Ability to run analytics on all Azure hardware configurations with vertical and horizontal scaling. Pay only for what you use, when you use it. Readily available GPU clusters with Deep Learning tools already pre-configured. Examples, templates and sample notebooks built or tested by Microsoft are provided on the VMs to enable easy onboarding to the various tools and capabilities such as Neural Networks (PYTorch, Tensorflow, etc.), Data Wrangling, R, Python, Julia, and SQL Server.	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.
Platforms Supported Windows Supported Mac Not Supported Linux 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 Companies and enterprises looking for apre-configured virtual machine solution for data science modelling, development and deployment	Audience Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.005 Free Version Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Not 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 Microsoft Founded: 1975 United States azure.microsoft.com/en-us/services/virtual-machines/data-science-virtual-machines/	Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids
Alternatives Posit	Alternatives NVIDIA Magnum IO NVIDIA
Google Cloud Deep Learning VM Image Google	Cloudera Data Science Workbench Cloudera
AWS Deep Learning AMIs Amazon	Azure Data Science Virtual Machines Microsoft
Azure Machine Learning Microsoft	Domino Enterprise AI Platform Domino Data Lab
Azure Synapse Analytics Microsoft View All	dotData View All
Categories AI Infrastructure Supported Data Science Supported	Categories AI Infrastructure Supported Data Science Supported

Integrations Anaconda Supported Apache Spark Supported Azure Marketplace Supported Capital One Spark Business Banking Not Supported HEAVY.AI Not Supported HPE Ezmeral Data Fabric Not Supported IBM Cloud Not Supported Iguazio Not Supported Jupyter Notebook Supported Kinetica Not Supported Microsoft 365 Supported Microsoft Excel Supported NVIDIA FLARE Not Supported Nuclio Not Supported Plotly Dash Not Supported SQL Server Supported VMware Cloud Supported Show More Integrations View All 17 Integrations	Integrations Anaconda Supported Apache Spark Supported Azure Marketplace Not Supported Capital One Spark Business Banking Supported HEAVY.AI Supported HPE Ezmeral Data Fabric Supported IBM Cloud Supported Iguazio Supported Jupyter Notebook Not Supported Kinetica Supported Microsoft 365 Not Supported Microsoft Excel Not Supported NVIDIA FLARE Supported Nuclio Supported Plotly Dash Supported SQL Server Not Supported VMware Cloud Not Supported Show More Integrations View All 17 Integrations
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