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Course Description
Short Course | 24 hours | 1.2 CEUs | $2,995
This course is intended for software developers who want to build AI-infused applications that leverage Microsoft Foundry. It covers developing generative AI applications, building AI agents, and implementing solutions that use knowledge connections and tools in agentic applications, including multimodal capabilities.
AI103 is the second course in the Microsoft Azure AI Applications & Agents Certificate. To complete the certificate students will also enroll in AI901. Click on each course link for more details and to add to cart.
Course Outline
- Get started with Azure AI Foundry
- What is Azure AI Foundry?
- Create and manage Azure AI resources
- Explore Azure AI Foundry portal
- Develop generative AI apps with Azure OpenAI Service
- Create Azure OpenAI resource
- Use text and chat completions
- Apply prompt engineering techniques
- Build chat applications
- Build copilots with Azure AI Studio
- Create a copilot in Azure AI Studio
- Add and manage data sources
- Ground copilots using Azure AI Search
- Implement retrieval augmented generation (RAG) solutions
- Generate embeddings
- Store embeddings in vector stores
- Perform vector similarity search
- Ground LLM responses with external data
- Develop AI agents
- Understand agent architecture
- Create agents with tools
- Implement orchestration and workflows
- Develop multimodal AI solutions
- Analyze images with vision models
- Process documents and forms
- Combine multimodal inputs in apps
- Monitor and evaluate AI solutions
- Evaluate model responses
- Monitor usage and performance
- Implement responsible AI practices
Learner Outcomes
- Develop AI-infused applications using Microsoft Foundry
- Build generative AI applications using Azure OpenAI Service
- Implement RAG solutions using embeddings and vector search
- Develop AI agents and integrate tools
- Build multimodal AI solutions
- Monitor and evaluate AI solutions
Prerequisites
- Experience with Python programming
- Familiarity with REST APIs and SDKs
- Basic Azure knowledge
- Experience building applications
Duration
24 Hours | 4 Days or 8 NightsLoading...
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*Academic Unit eligibility to be determined by college/university in which you are enrolled in a degree seeking program.
*Academic Unit eligibility to be determined by college/university in which you are enrolled in a degree seeking program.