Advanced Azure AI Foundry

Course Description

SkillDynamo’s Advanced Azure AI Foundry course develops practical, role-relevant capability in building, deploying, and optimizing advanced generative AI solutions in Azure AI Foundry with prompt engineering, retrieval augmented generation, agents, multi-agent orchestration, model evaluation, safety, monitoring, performance, and governance. The learning path progresses from essential concepts and planning to implementation, validation, troubleshooting, and operational use.

Learners work through realistic scenarios, guided demonstrations, applied exercises, and evidence-based reviews. Each topic is connected to workplace responsibilities, common risks, quality controls, secure working practices, and measurable outcomes.

The content is independently written for SkillDynamo using the supplied source page as the title, update-date, duration, and topic-alignment reference. Learners finish with an applied scenario, documented validation evidence, and a prioritized improvement plan.

What You Will Learn

• Explain and apply advanced foundry architecture, model selection, prompt engineering, and evaluation within Advanced Azure AI Foundry
• Configure, validate, and troubleshoot advanced foundry architecture, model selection, prompt engineering, and evaluation using security, quality, governance, and operational controls
• Explain and apply retrieval augmented generation, search, grounding, data pipelines, and quality within Advanced Azure AI Foundry
• Configure, validate, and troubleshoot retrieval augmented generation, search, grounding, data pipelines, and quality using security, quality, governance, and operational controls
• Explain and apply agentic ai, tools, memory, multi-agent orchestration, and application integration within Advanced Azure AI Foundry
• Configure, validate, and troubleshoot agentic ai, tools, memory, multi-agent orchestration, and application integration using security, quality, governance, and operational controls
• Explain and apply deployment, safety, monitoring, performance, cost, governance, and troubleshooting within Advanced Azure AI Foundry
• Configure, validate, and troubleshoot deployment, safety, monitoring, performance, cost, governance, and troubleshooting using security, quality, governance, and operational controls

SkillDynamo Training Approach

SkillDynamo delivers this Advanced Azure AI Foundry course through instructor-led demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, solution reviews, and a final improvement plan. Learners repeatedly practice planning, implementation, evidence collection, testing, correction, documentation, and communication so the skills transfer confidently into real workplace situations.