Enterprise AI Applications with Azure OpenAI Training Course
This practical course focuses on the design, construction, and governance of business applications leveraging Azure OpenAI services.
Delivered by an instructor through live sessions (available online or onsite), this training is tailored for intermediate developers and technical professionals seeking to utilise Azure OpenAI to develop secure, valuable, and scalable enterprise AI solutions.
Upon completion of this training, participants will be equipped to:
- Articulate the capabilities of Azure OpenAI and its common enterprise use cases.
- Craft effective prompts and evaluate AI behaviour for business tasks.
- Develop AI functionalities that integrate with enterprise data using Azure services.
- Implement security, responsible AI, and monitoring protocols in production environments.
Course Format
- Interactive lectures and discussions.
- Guided exercises and practical examples.
- Hands-on implementation within a live-lab environment.
Course Customization Options
- To request customized training for this course, please contact us to make arrangements.
Course Outline
Azure OpenAI Foundations for Enterprise Use
- Understanding what Azure OpenAI is and its role within the Azure ecosystem.
- Common enterprise use cases for generative AI.
- Core models, capabilities, and solution patterns.
Getting Started with Azure OpenAI
- Setting up Azure OpenAI resources, access, and deployment options.
- Exploring the playground and API choices.
- Sending prompts and evaluating responses.
Prompt Design for Business Applications
- Writing clear instructions and structured prompts.
- Using roles, examples, and output formatting.
- Improving consistency for summarization, question answering, and content generation.
Building and Integrating AI Features
- Adding chat, summarization, and content assistance to applications.
- Calling Azure OpenAI from application backends and services.
- Designing user workflows that support business value.
Connecting AI to Enterprise Data
- Understanding retrieval-augmented generation in practical terms.
- Using Azure AI Search with Azure OpenAI.
- Grounding responses with trusted business content.
Security, Responsible AI, and Operations
- Access control, data protection, and deployment considerations.
- Content safety, human oversight, and responsible AI practices.
- Monitoring usage, quality, and cost in production scenarios.
Hands-On Application Workshop and Wrap-Up
- Building a simple enterprise AI application scenario.
- Testing prompts, data grounding, and output quality.
- Reviewing implementation next steps for pilot and production use.
Requirements
- Understanding of fundamental cloud and web application concepts.
- Familiarity with Azure services, REST APIs, or application integration.
- Basic programming experience.
Audience
- Application developers.
- Solution architects.
- Technical managers and innovation leads.
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
Enterprise AI Applications with Azure OpenAI Training Course - Enquiry
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