Azure Machine Learning

What is Azure Machine Learning

Azure Machine Learning is an enterprise-grade service for the end-to-end machine learning lifecycle. It enables users to build, train, and deploy ML models at scale with robust AI infrastructure, streamlined workflows, and built-in security and compliance. The service supports automated machine learning, managed endpoints, and responsible AI practices, empowering organizations to operationalize their AI and ML initiatives efficiently.

Key Features of Azure Machine Learning

- Global Infrastructure: Azure operates in multiple datacenter regions, delivering reliable and scalable cloud solutions worldwide.

- AI + Machine Learning: Comprehensive services including Azure Machine Learning, Azure AI Services, Azure OpenAI Service, and tools for building and deploying language models.

- Compute Services: Offers versatile computing options such as Azure Virtual Machines, Azure Kubernetes Service (AKS), Azure Functions, and Azure Container Apps.

- Data Analytics: Advanced analytics capabilities with products like Azure Synapse Analytics, Azure Databricks, and Azure Data Explorer for end-to-end data processing and analysis.

- Hybrid + Multicloud: Supports hybrid and multicloud environments through Azure Arc, Azure Stack, and seamless integration with on-premises infrastructure.

- Application Development: Robust tools for DevOps, serverless computing, and low-code development, facilitating modern application creation and deployment.

- Cloud Migration and Modernization: Assist businesses in migrating and modernizing their applications with specialized solutions for SQL Server, .NET apps, and SAP on the cloud.

- Security and Compliance: One of the largest compliance certification portfolios and a $20 billion investment in cybersecurity with over 8,500 security experts globally.

- Economical Pricing: Flexible purchase options, comprehensive pricing tools, and free Azure services to optimize costs and start at no upfront cost.

- Customer Enablement: Resources including training and certifications, customer stories, and technical support to help users maximize their Azure experience.

- Developer and IT Resources: Extensive documentation, quickstart templates, developer communities, and resources for startups to accelerate development.

- Azure Marketplace: A platform to find or become a partner, adding value through a rich ecosystem of integrated solutions and services.