Develop Generative AI Solutions with Azure OpenAI Service

Azure OpenAI Service provides access to OpenAI's powerful large language models such as ChatGPT, GPT, Codex, and Embeddings models. 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. During Microsoft's one-day course, participants will learn how to manage the Azure OpenAI service, how to deploy models and how to use them in generative AI applications.

The aim of the course is to give participants a better understanding of the potential of the Azure OpenAI Service and its applications, and to enable them to create generative AI solutions using the Azure OpenAI Service.

For all professionals who need to use NLP language solutions.

Familiarity with Azure and the Azure portal.

Experience programming with C# or Python. 

• Get started with Azure OpenAI Service
  • What is generative AI?
  • Provision an Azure OpenAI resource in Azure
  • Types of generative AI model
  • Deploying generative AI models
  • Using prompts to get completions from models
  • Testing models in Azure OpenAI Studio playground
• Use Azure OpenAI APIs in your applications
  • Integrating Azure OpenAI into your app
  • Using the Azure OpenAI REST API
  • Using the Azure OpenAI SDKs
• Apply prompt engineering with Azure OpenAI Service
  • What is Prompt Engineering?
  • Providing clear instructions
  • Primary, supporting, and grounding content
  • Cues
  • Requesting output composition
  • Using a system message
  • Conversation history and few shot learning
  • Chain of thought
• Generate code with Azure OpenAI Service
  • Use natural language prompts to generate code
  • Change programming language and understand unknown code
  • Complete partial code
  • Write unit tests
  • Fix bugs in your code
• Generate images with Azure OpenAI Service
  • What is DALL-E?
  • Using DALL-E in Azure OpenAI Studio
  • Using the Azure OpenAI REST API
  • Using the Azure OpenAI SDKs for DALL-E
• Use your own data with Azure OpenAI Service
  • How Azure OpenAI can use your data
  • Connect to your data source
  • Using the Azure OpenAI REST API
  • Using the Azure OpenAI SDKs