NVIDIA RAPIDS vs. dotData 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 dotData frees your business to focus on the results of your AI and machine learning applications, not the headaches of the data science process by automating the full data science life-cycle. Deploy full-cycle AI & ML pipeline in minutes, update in real-time with continuous deployment. Accelerate data science projects from months to days with feature engineering automation. Discover the unknown unknowns of your business automatically with data science automation. The process of using data science to develop and deploy accurate machine learning and AI models is cumbersome, time-consuming, labor-intensive, and interdisciplinary. Automate the most time-consuming and repetitive tasks that are the bane of data science work and shorten AI development times from months to days.
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 Data science platform for BI teams wanting to automate AI and ML projects
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 Not Supported
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Pricing No information available. Free Version Not Supported Free Trial Not 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 Supported Live Online Supported In Person Not Supported
Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids	Company Information dotData Founded: 2018 United States dotdata.com
Alternatives NVIDIA Magnum IO NVIDIA	Alternatives Google Colab Google
Cloudera Data Science Workbench Cloudera	Cloudera Data Science Workbench Cloudera
Azure Data Science Virtual Machines Microsoft	Darwin SparkCognition
Domino Enterprise AI Platform Domino Data Lab	Bitfount
dotData View All	Oracle Data Science Oracle View All
Categories AI Infrastructure Supported Data Science Supported	Categories Data Science Supported

Integrations Anaconda Supported Apache Spark Supported Capital One Spark Business Banking Supported Databricks Supported Domino Enterprise AI Platform Supported Gradient Supported HEAVY.AI Supported HPE Ezmeral Data Fabric Supported IBM Cloud Supported Iguazio Supported Kinetica Supported Microsoft Azure Not Supported NVIDIA FLARE Supported Nuclio Supported Plotly Dash Supported Show More Integrations View All 17 Integrations	Integrations Anaconda Not Supported Apache Spark Not Supported Capital One Spark Business Banking Not Supported Databricks Not Supported Domino Enterprise AI Platform Not Supported Gradient Not Supported HEAVY.AI Not Supported HPE Ezmeral Data Fabric Not Supported IBM Cloud Not Supported Iguazio Not Supported Kinetica Not Supported Microsoft Azure Supported NVIDIA FLARE Not Supported Nuclio Not Supported Plotly Dash Not Supported Show More Integrations View All 1 Integration
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