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Course Outline
Azure OpenAI Foundations for Enterprise Use
- Overview of Azure OpenAI and its role within the Azure ecosystem.
- Typical enterprise scenarios for generative AI.
- Key models, features, and architectural patterns.
Getting Started with Azure OpenAI
- Configuring Azure OpenAI resources, access controls, and deployment strategies.
- Exploring the playground interface and API options.
- Issuing prompts and assessing response quality.
Prompt Design for Business Applications
- Writing precise instructions and structured prompts.
- Utilizing roles, examples, and output formatting techniques.
- Enhancing consistency for tasks such as summarization, question answering, and content generation.
Building and Integrating AI Features
- Incorporating chat, summarization, and content assistance into applications.
- Invoking Azure OpenAI from application backends and services.
- Designing user workflows that deliver tangible business value.
Connecting AI to Enterprise Data
- A practical understanding of retrieval-augmented generation.
- Leveraging Azure AI Search alongside Azure OpenAI.
- Anchoring responses in trusted business content.
Security, Responsible AI, and Operations
- Managing access control, data protection, and deployment considerations.
- Addressing content safety, human oversight, and responsible AI guidelines.
- Monitoring usage, quality, and costs in production settings.
Hands-On Application Workshop and Wrap-Up
- Developing a basic enterprise AI application scenario.
- Testing prompts, data grounding, and output accuracy.
- Reviewing next steps for pilot testing and production rollout.
Requirements
- A solid grasp of fundamental cloud and web application principles.
- Experience with Azure services, REST APIs, or application integration workflows.
- Basic coding proficiency.
Target Audience
- Application developers.
- Solution architects.
- Technical managers and innovation leaders.
7 Hours
Testimonials (1)
The practices were quite good, and the instructor explains the topic very well.
Greydis Rondon - Chevron Global Technology Services Company
Course - Azure ML and Azure OpenAI: Building and Deploying AI Applications
Machine Translated