An AI Platform for the Hybrid Cloud

What is Open Data Hub?

Open Data Hub is an open source AI platform designed for the hybrid cloud. The community seeks to bridge the gap between application developers, data stewards and data scientists by blending the leading open source AI tools with a unifying and intuitive user experience. Open Data Hub reduces the time it takes to infuse applications, services or business operations with AI. With Kubernetes, OpenShift and operators at its core, Open Data Hub also simplifies AI application deployments at scale to private data centers, cloud providers, edge devices and anywhere in between.

Hybrid Cloud Ready

Simplify the lifecycle management of your machine learning models and AI applications across private data centers, public cloud providers, edge devices and more.

Fast Deployment

With the power of Kubernetes operators, get up and running in minutes on any OpenShift cluster running in the hybrid cloud. Customize your deployment with additional tools using the extensible plug-and-play framework.

Enhanced User Experience

An improved user experience allows application developers and data scientists to orchestrate workflows,train and serve models, and build AI-infused applications faster than ever.

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Effortless Deployment

Deploy the Open Data Hub (ODH) AI platform within minutes, enabling swift provisioning and setup by IT operators. ODH offers an accelerated path to accessing AI/ML tools for data scientists.

Streamlined Integration

Integrate seamlessly with popular open-source AI/ML tools, providing a unified user experience for data scientists.

Rapid Deployment of Resources

Decrease the time it takes to deploy the necessary resources for data scientists, enabling them to start working quickly and efficiently.

Democratized Access

Democratize access to open-source AI/ML tools by making them easily available to data scientists. ODH empowers IT operators to meet the increasing demand for these tools.

Unified User Experience

Provide data scientists with a unified user experience across a range of popular open-source AI/ML tools, facilitating seamless collaboration and productivity.

Open-Source Integration

Integrate with a diverse range of open-source AI/ML tools, allowing data scientists to leverage the best tools for their specific needs.

Customization

Effortlessly customize the Open Data Hub (ODH) to meet specific requirements, such as adjusting notebook and model server sizes, hiding or displaying specific components, adding custom tiles to the launcher, importing custom images, and more.

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Custom Notebook Images

Create and deploy custom notebook images, empowering users to start their work with the necessary software already installed.

Resource Access Control

Leverage OpenShift's built-in capabilities to precisely control users' access to resources, ensuring optimal security and privacy measures.

Taints for Resource Access Restriction

Effectively utilize taints to restrict access to specific resources within the ODH environment, enhancing security and resource management.