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Course Outline
Azure OpenAI Foundational Frameworks for Enterprise Deployment
- An overview of Azure OpenAI and its integration within the broader Azure infrastructure
- Prevalent enterprise applications for generative artificial intelligence
- Fundamental model architectures, capabilities, and established solution patterns for government operations
Initiating Azure OpenAI Deployments
- Configuration of Azure OpenAI resources, access permissions, and deployment configurations
- Navigating the interactive playground and selecting appropriate API endpoints
- Executing prompts and assessing output accuracy
Prompt Engineering for Government Applications
- Formulating precise instructions and structured query formats
- Leveraging system roles, few-shot examples, and standardized output schemas
- Enhancing reliability in summarization, inquiry response, and document generation tasks
Developing and Integrating AI Capabilities
- Implementing conversational interfaces, text summarization, and assistance tools within applications
- Interfacing with Azure OpenAI services via application backends
- Architecting user workflows that deliver measurable operational value
Linking AI Systems to Enterprise Data Sources
- Practical implementation of Retrieval-Augmented Generation (RAG)
- Integrating Azure AI Search with Azure OpenAI services
- Anchoring AI outputs to authoritative, trusted business content
Security, Responsible AI Practices, and Operational Management
- Identity management, data privacy safeguards, and deployment security protocols
- Content moderation, human-in-the-loop oversight, and adherence to responsible AI principles
- Monitoring performance metrics, output quality, and resource expenditures in production environments
Applied Workshop and Strategic Review
- Developing a prototype enterprise AI use case
- Validating prompt effectiveness, data grounding accuracy, and output fidelity
- Evaluating implementation pathways for pilot programs and broader government adoption
Requirements
To ensure effective participation, attendees are expected to possess foundational knowledge of cloud computing principles and web application architectures. Additionally, candidates should demonstrate familiarity with Azure services, RESTful APIs, or application integration frameworks, alongside basic programming proficiency. This curriculum is designed for government personnel, including application developers, solution architects, and technical managers responsible for driving innovation and operational excellence within federal IT initiatives.
7 Hours
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