Develop Generative AI Solutions with Azure OpenAI Service (AI-050T00)

Although Azure OpenAI models operate on natural language prompts, to use the APIs and SDKs effectively, a basic knowledge of Microsoft C# or Python is recommended.

Azure OpenAI Service provides access to OpenAI's powerful large language models such as GPT; the model behind the popular ChatGPT service. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio. In this course, you'll learn how to provision Azure OpenAI service, deploy models, and use them in generative AI applications.

Course outline

• Introduction to Azure OpenAI Service
• Get started with Azure OpenAI Service
• Provision Azure OpenAI
• Use Azure OpenAI Studio
• Deploying generative AI Models (like GPT-4 or Dall-E)
• Testing models
• Build natural language solutions with Azure OpenAI Service
• Using the Azure OpenAI REST API (Completion, Embedding or ChatCompletion)
• Using the Azure OpenAI SDKs (Python / C#)
• Integrate Azure OpenAI into your App
• Apply prompt engineering with Azure OpenAI Service
• Providing clear instructions
• Primary, supporting, and grounding context
• Cues
• Output composition
• Using system messages
• Conversation history and few shot learning
• Chain of Thought

Classroom Courses