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🡨AI Machine Learning Ecosystem

 

Developer Resources from Intel and Red Hat*

Over 25 years of engineering collaboration push the boundaries of open, innovative, and secure enterprise solutions across AI, 5G, cloud, and more.

Intel and Red Hat* are committed to open source development, which is a key foundation of modern AI.

Accelerate Adoption of an Open Hybrid Cloud

Intel and Red Hat are building an open source developer ecosystem for the hybrid cloud, AI, and intelligent edge to accelerate the adoption of an open hybrid cloud. Red Hat* OpenShift* Data Science is an AI-powered data science platform enabled by Intel's suite of AI tools and optimizations. The platform includes the Intel® AI Analytics Toolkit (AI Kit), Intel® Distribution of OpenVINO™ toolkit, cnvrg.io*, and Habana*.

The AI and edge developer program from Intel and Red Hat enables developers to learn, test, and deploy AI tools using the Red Hat OpenShift Data Science sandbox.

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Get Started with the Red Hat* OpenShift* Data Science Platform

Gain hands-on knowledge of microservices, containers, and serverless computing technologies while using the Red Hat OpenShift Data Science platform, enabled by Intel® AI Tools.

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AI Developer Tools

Intel AI Tools work with the Red Hat OpenShift Data Science platform for seamless development and deployment of end-to-end machine learning workflows.

  • AI Kit
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Intel® AI Analytics Toolkit (AI Kit)

Accelerate end-to-end data science and machine learning pipelines using popular tools based on Python* and frameworks optimized for performance and interoperability.

Product Details

Free Trial from Red Hat

 

Resources

Documentation

  • Get Started Guide
  • Technical and How-to Articles
  • Boost Red Hat OpenShift Data Science with the Intel® AI Analytics Toolkit
  • Red Hat, Intel® AI, and Machine Learning: The Perfect Combination for Data Scientists

Training

  • Learning Path (eight modules): Explore the Intel® Extension for Scikit-learn*, NumPy, SciPy, and pandas machine learning using the AI Kit
  • Accelerate End-to-End AI Pipelines Using the AI Kit
  • Optimize AI with Drop-in Acceleration
  • How to Get the Most Out of Red Hat OpenShift Data Science with Intel AI Tools
  • Enabling AI Solutions from the Desktop to the Cloud

Do It Yourself

  • Quick Start Guide (GitHub*)
  • Code Samples (GitHub)
  • AI Kit Installation and Get Started Guide for Windows*

Product Support

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Intel® Distribution of OpenVINO™ Toolkit

Optimize and deploy high-performance computer vision and deep learning inference applications from devices to the cloud.

Details

OpenVINO Toolkit Operator

Free Trial from Red Hat

Resources

Documentation

  • OpenVINO Toolkit: 2022.2 Prerelease
  • Red Hat OpenShift Data Science: Tutorials for the Intel Distribution of OpenVINO Toolkit (GitHub*)
  • Optimize Data Science Workflows with the AI Kit and Intel Distribution of OpenVINO Toolkit (White Paper)

Training

  • Learning path (nine modules): Foundations of the Intel Distribution of OpenVINO Toolkit
  • Optimize Image Recognition with Intel Distribution of OpenVINO Toolkit
  • Empower AI on Red Hat OpenShift Data Science with Intel

Do It Yourself

  • GitHub
  • Use the OpenVINO Toolkit to Convert Speech to Text

Product Support

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cnvrg.io*

This full-stack machine learning operating system gives an end-to-end MLOps platform to build and deploy AI models at scale.

Details

cnvrg.io Operator

Free Trial from Red Hat

Resources

Documentation

  • cnvrg.io AI Operating System on Red Hat OpenShift
  • Operationalize AI and Machine Learning for the Enterprise with a cnvrg.io and Red Hat OpenShift MLOps Solution

 

Training

  • Webinars and Workshops
  • How-to Video Playlist
  • OpenShift Case Study for the cnvrg.io Machine Learning Platform

 

Do It Yourself

  • cnvrg.io Metacloud

Product Support

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Habana*

Habana Gaudi* accelerators are high-performance, high-efficiency accelerators purpose-built for deep learning training.

 

Resources

Documentation

  • OpenShift User Guide
  • Habana Developer Resources
  • Habana Gaudi v1.6 Documentation

Training

  • Gaudi Training with TensorFlow*
  • Gaudi Training with PyTorch*
  • Amazon EC2* DL1 Instances Powered by Habana Gaudi

Do It Yourself

  • Gaudi AI (GitHub*)

Product Support

  • Developer Forum

Additional Resources

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Intel® AI Builders

Discover how Intel's collaborations with industry-leading independent software vendors (ISV), system integrators (SI), original equipment manufacturers (OEM), and enterprise users accelerate AI adoption.

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Intel® AI Hardware

The Intel portfolio for AI hardware covers everything from data science workstations to data preprocessing, machine learning and deep learning modeling, and deployment in the data center and at the intelligent edge.

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