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AI & Machine Learning Ecosystem Developer Resources

Developers at industry-leading independent software vendors (ISV), system integrators (SI), original equipment manufacturers (OEM), and enterprise end users use Intel® tools and framework optimizations to build their AI platforms, systems, and applications. The Intel® AI Portfolio helps deliver performance and productivity at scale while making it seamless for developers and data scientists to accelerate their AI journey from the edge to the cloud.

Accenture*

Since 2014, Accenture* and Intel have come together to help customers realize positive change. Together, we accelerate transformation through co-innovation and capabilities alignment to deliver consistent client outcomes at diverse companies.

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Hugging Face*

Hugging Face* and Intel collaborate to build state-of-the-art hardware and software AI acceleration to train, fine-tune, and predict with transformer models. Intel tools, including AI Tools, Intel® Neural Compressor, Intel® Distribution of OpenVINO™ toolkit, and SigOpt*, deliver software acceleration to the Hugging Face Optimum library.

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IBM*

IBM* and Intel have long collaborated on data and AI products and have been working together on embeddable AI for the past year. The improved IBM Watson* NLP Library for Embed takes advantage of Intel® AI software integration, powered by oneAPI, and the new Intel® Xeon® Scalable processors

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Microsoft*

The collaboration between Microsoft* and Intel takes advantage of Intel's latest hardware and AI software optimizations to accelerate and optimize machine learning workloads with Microsoft .NET, Microsoft Azure*, and Microsoft Nuance*. This results in significant improvements and potential cost efficiencies within the Microsoft developer communities for advanced data and AI capabilities. 

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PyTorch* Foundation

Intel is honored to join the PyTorch* Foundation as a premier member. Intel's contributions to PyTorch started in 2018 with the vision to democratize access to AI through ubiquitous hardware and open software.

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Red Hat*

Collaborations between Red Hat* and Intel include making AI Tools, Intel Distribution of OpenVINO toolkit, and the cnvrg.io* platform. These resources are available in the Red Hat OpenShift* Data Science managed cloud service (a joint AI developer program).

 

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Testimonials

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AI Machine Learning Portfolio

Explore all Intel® AI content for developers.

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AI Tools

Accelerate end-to-end machine learning and data science pipelines with optimized deep learning frameworks and high-performing Python* libraries.

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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.

Footnotes & Disclaimers

†Intel does not control or audit third-party data. You should consult other sources to evaluate accuracy.

‡Case Study: Ningbo Konfoong Bioinformation Technology (KFBIO) Accelerates M. Tuberculosis Detection with Intel® AI