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.
Note: Generative AI is a fast-evolving field of artificial intelligence, and the Azure OpenAI service is subject to frequent changes. The course materials are maintained to reflect the latest version of the service at the time of writing.
Destinatários
The audience for this course includes software developers and data scientists who need to use large language models for generative AI. Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions.
Job role: AI Engineer, Data Scientist
Pré-Requisitos
Before starting this learning path, you should already have:
- Familiarity with Azure and the Azure portal.
- Experience programming with C# or Python.
Programa
- Introduction to Azure OpenAI Service
- Get started with Azure OpenAI Service
- Build natural language solutions with Azure OpenAI Service
- Apply prompt engineering with Azure OpenAI Service
Introduction to Azure OpenAI Service
Get to know the connection between artificial intelligence (AI), Responsible AI, and text, code, and image generation. Understand how you can use Azure OpenAI to build solutions against AI models within Azure.
- What is generative AI
- Describe Azure OpenAI
- How to use Azure OpenAI
- Understand OpenAI’s natural language capabilities
- Understand OpenAI code generation capabilities
- Understand OpenAI’s image generation capabilities
- Describe Azure OpenAI’s access and responsible AI policies
- Exercise – Explore Azure OpenAI Service
Get started with Azure OpenAI Service
This module provides engineers with the skills to begin building an Azure OpenAI Service solution
- Access Azure OpenAI Service
- Use Azure OpenAI Studio
- Explore types of generative AI models
- Deploy generative AI models
- Use prompts to get completions from models
- Test models in Azure OpenAI Studio’s playgrounds
- Exercise – Get started with Azure OpenAI Service
Build natural language solutions with Azure OpenAI Service
This module provides engineers with the skills to begin building apps that integrate with the Azure OpenAI Service.
- Introduction
- Integrate Azure OpenAI into your app
- Use Azure OpenAI REST API
- Use Azure OpenAI SDK
- Exercise – Integrate Azure OpenAI into your app
Apply prompt engineering with Azure OpenAI Service
Prompt engineering in Azure OpenAI is a technique that involves designing prompts for natural language processing models. This process improves accuracy and relevancy in responses, optimizing the performance of the model.
- Introduction
- Understand prompt engineering
- Write more effective prompts
- Provide context to improve accuracy
- Exercise – Utilize prompt engineering in your application
