Accelerate Machine Learning with AI Technologies from Microsoft and Intel
Microsoft* and Intel are working together to boost data and AI capabilities by integrating Intel's optimized AI software with Microsoft Azure*, Nuance*, ML.NET, and more. This collaboration has led to faster training and inference speeds in machine learning applications that accelerate ML.NET workloads by up to 3x using Intel® oneAPI Data Analytics Library (oneDAL). By using Intel's advanced hardware and software optimizations, the collaboration between Microsoft and Intel is focused on enhancing performance and cost efficiencies within the Microsoft developer (.NET and Azure) communities, particularly in the field of medical innovations on the Azure Machine Learning platform.
Microsoft and Intel are committed to enhancing performance and potentially cutting costs for the AI developer communities.
AI Developer Tools
AI tools from Intel work with the ML.NET framework to accelerate machine learning workflows.
AI Tools
Accelerate end-to-end data science and machine learning pipelines using popular tools based on Python* and frameworks optimized for performance and interoperability.
Resources
Documentation
- Accelerate ML.NET Training with oneDAL
- Intel and Microsoft Collaborate to Optimize DirectML for Intel® Arc™ Graphics Solutions
- Empower Medical Innovations: Intel Accelerates PadChest & fMRI Models on Azure Machine Learning
- End-to-End Azure Machine Learning On-Premises with Intel® Xeon® Platforms
- Azure Machine-Learning-Based Federated Learning with Intel Xeon Platforms
- Build Secure, Scalable, and Accelerated Machine Learning Pipelines
- Intel AI Solutions Accelerate Microsoft Phi-3 Generative AI Models
- Technical and How-To Articles for AI Tools
- oneDAL Developer Guide and Reference
Training
- Get Started with AI Tools
- Accelerate Machine Learning and Data Science with oneDAL (Video)
- Natural Language Processing (NLP) Workflow for Azure Machine Learning
- A Guide to Optimizing Performance and Saving on the Cost of Your Machine Learning Service – Part 1
- A Guide to Optimizing Performance and Saving on the Cost of Your Machine Learning Service – Part 2
- Enhance and Accelerate Azure Machine Learning Workloads (Webinar)
OpenVINO™ Toolkit
Optimize and deploy high-performance, deep learning inference applications from devices to the cloud.
Resources
Documentation
Intel® Gaudi® Accelerator
These accelerators are high-performance, high-efficiency accelerators purpose-built for deep learning training.
Resources
Documentation
More Resources
AI Machine Learning Portfolio
Explore all Intel® AI content for developers.
AI Tools
Accelerate end-to-end machine learning and data science pipelines with optimized deep learning frameworks and high-performing Python* libraries.
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.