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Duration 7 hours
Course Outline
Azure OpenAI Foundations for Enterprise
- An overview of Azure OpenAI and its role within the Azure ecosystem
- Typical enterprise use cases for generative AI
- Essential models, features, and solution architectures
Getting Started with Azure OpenAI
- Configuring Azure OpenAI resources, permissions, and deployment settings
- Exploring the playground and available API options
- Submitting prompts and assessing the resulting responses
Prompt Design for Business Applications
- Crafting precise instructions and structured prompts
- Incorporating roles, examples, and output format specifications
- Enhancing consistency for tasks such as summarization, Q&A, and content creation
Building and Integrating AI Features
- Implementing chat, summarization, and content assistance capabilities in applications
- Invoking Azure OpenAI from application backends and services
- Designing user workflows that drive business value
Connecting AI to Enterprise Data
- Practical understanding of retrieval-augmented generation (RAG)
- Integrating Azure AI Search with Azure OpenAI
- Anchoring AI responses with verified business content
Security, Responsible AI, and Operations
- Managing access control, data protection, and deployment strategies
- Ensuring content safety, maintaining human oversight, and adhering to responsible AI guidelines
- Monitoring usage, performance quality, and costs in production
Hands-On Application Workshop and Conclusion
- Developing a basic enterprise AI application scenario
- Evaluating prompts, data grounding, and output accuracy
- Outlining next steps for implementation in pilot and production phases
Requirements
- A solid grasp of fundamental cloud and web application concepts.
- Working knowledge of Azure services, REST APIs, or application integration methods.
- Basic proficiency in programming.
Target Audience
- Application developers.
- Solution architects.
- Technical managers and innovation leads.
