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AI & Machine Learning

Development tools and resources help you prepare, build, deploy, and scale your AI solutions.

 

AI use cases and workloads continue to grow and diversify across vision, speech, recommender systems, and more. Intel offers an unparalleled development and deployment ecosystem combined with a heterogeneous portfolio of AI-optimized hardware. Intel's goal is to make it as seamless as possible to accelerate your developer journey from the edge to the cloud. Intel’s AI software portfolio includes order of magnitude optimizations for popular frameworks and tools for every stage of the AI workflow.

PyTorch*

Develop and deploy models from research to production using Intel® optimizations in the default PyTorch* framework and Intel® Extension for PyTorch*.

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An Easy Introduction to XGBoost
Intel Optimizations in PyTorch 1.13
AI Inference Acceleration on CPUs
Designing AI Systems: Fundamentals of AI Software and Hardware

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