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Course Outline
Azure OpenAI Foundations for Enterprise Use
- Overview of Azure OpenAI and its integration within the broader Azure ecosystem
- Identification of common enterprise use cases for generative AI
- Analysis of core models, capabilities, and standard solution patterns
Getting Started with Azure OpenAI
- Configuration of Azure OpenAI resources, access controls, and deployment options
- Exploration of the playground environment and available API choices
- Process for sending prompts and evaluating model responses
Prompt Design for Business Applications
- Techniques for writing clear instructions and structured prompts
- Application of roles, examples, and specific output formatting
- Strategies for enhancing consistency in summarization, question answering, and content generation
Building and Integrating AI Features
- Incorporating chat, summarization, and content assistance tools into applications
- Methods for invoking Azure OpenAI from application backends and services
- Designing user workflows that deliver tangible business value
Connecting AI to Enterprise Data
- Practical understanding of retrieval-augmented generation concepts
- Utilization of Azure AI Search in conjunction with Azure OpenAI
- Techniques for grounding responses using trusted business content
Security, Responsible AI, and Operations
- Considerations for access control, data protection, and deployment strategies
- Implementation of content safety, human oversight, and responsible AI practices
- Monitoring usage metrics, quality, and costs in production scenarios
Hands-On Application Workshop and Wrap-Up
- Construction of a simple enterprise AI application scenario
- Testing of prompts, data grounding, and output quality standards
- Review of implementation steps for transitioning from pilot to production use
Requirements
- A foundational understanding of basic cloud and web application concepts.
- Experience with Azure services, REST APIs, or application integration patterns.
- Basic proficiency in programming.
Target Audience
- Application developers.
- Solution architects.
- Technical managers and innovation leads.
7 Hours
