AI-050 Learn Generative AI Skills, Developing and Solutions with Azure OpenAI Service

Overview

In this course, you will learn about Azure OpenAI Service which 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.

Audience Profile

This course is for users, 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.

Prerequisites

Before starting this learning path, you should already have:

• Familiarity with Azure and the Azure portal.
• Experience programming with C# or Python. If you have no previous programming experience, we recommend you complete the Take your first steps with C# or Take your first steps with Python learning path before starting this one.

Course Outline

Get started with Azure OpenAI Service

• Introduction
• 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

• 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

• Introduction
• Understand prompt engineering
• Write more effective prompts
• Provide context to improve accuracy
• Exercise – Utilize prompt engineering in your application

Generate Code with Azure OpenAI Service

• Introduction
• Construct code from natural language
• Complete code and assist the development process
• Fix bugs and improve your code
• Exercise – Generate and improve code with Azure OpenAI Service

Generate Images with Azure OpenAI Service

• Introduction
• What is DALL-E?
• Explore DALL-E in Azure OpenAI Studio
• Use the Azure OpenAI REST API to consume DALL-E models
• Exercise – Generate images with a DALL-E model

Related Links:

AI-102 Training
AI-900 Training
Microsoft Certified: Azure AI Fundamentals
Learning Paths
Credly & Job Opportunities