Choose the appropriate Foundry services for generative AI and agents: Choose an appropriate model for each task, including large language models (LLMs), small language models, multimodal models, and Foundry Tools

Build evidence for this objective

Learn the concept across structured materials, then test it through adaptive questions and applied scenarios. Your results contribute to an objective-level mastery view and your next recommended action.

Official references

• Understand the Transformer architecture and explore large language models in Azure Machine Learning
• Introduction to large language models
• Select, deploy, and evaluate Microsoft Foundry models
• Introduction to using Managed Identity to authenticate to Azure OpenAI in Microsoft Foundry Models with .NET
• Get started with language models in Azure Databricks
• Evaluate language models with Azure Databricks
• Review responsible AI principles for language models in Azure Databricks
• Fine-tune language models with Azure Databricks
• Analyze text with Azure Language in Foundry Tools
• Design semantic models for scale in Microsoft Fabric