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Course Outline
Foundations of Azure OpenAI for Enterprise
- An overview of Azure OpenAI and its integration within the broader Azure ecosystem
- Typical enterprise applications for generative AI
- Essential models, key capabilities, and established solution patterns
Initiating Work with Azure OpenAI
- Configuring Azure OpenAI resources, managing access, and selecting deployment strategies
- Investigating the playground interface and available API options
- Submitting prompts and assessing the quality of responses
Prompt Engineering for Business Solutions
- Formulating clear directives and structured prompts
- Utilising roles, examples, and specific output formatting techniques
- Enhancing consistency in summarisation, question answering, and content generation tasks
Developing and Integrating AI Capabilities
- Incorporating chat, summarisation, and content assistance features into applications
- Invoking Azure OpenAI from application backends and service layers
- Architecting user workflows that deliver tangible business value
Linking AI to Enterprise Data
- Comprehending retrieval-augmented generation from a practical perspective
- Utilising Azure AI Search in conjunction with Azure OpenAI
- Anchoring AI responses with trusted business content
Security, Responsible AI, and Operational Management
- Managing access controls, data protection, and deployment considerations
- Ensuring content safety, human oversight, and adherence to responsible AI guidelines
- Monitoring usage metrics, output quality, and costs in production settings
Practical Application Workshop and Conclusion
- Developing a straightforward enterprise AI application scenario
- Testing prompts, data grounding mechanisms, and output accuracy
- Reviewing next steps for implementation in pilot and production environments
Requirements
- A solid grasp of fundamental cloud and web application principles
- Knowledge of Azure services, REST APIs, or application integration patterns
- Entry-level programming proficiency
Intended Audience
- Application developers
- Solution architects
- Technical managers and innovation leads
7 Hours
