Using Python or C# to connect to Azure OpenAI. Use ChatGPT to create chats and code, and DALL-E to create images.
This course goes through all of the skills required for the Microsoft Applied Skills: Develop generative AI solutions with Azure OpenAI Service.
What you’ll learn
- Deploy an Azure OpenAI resource and an Azure OpenAI model.
- Generate natural language responses by using Azure OpenAI, including using Python and C#.
- Apply prompt engineering techniques by using Azure OpenAI.
- Generate and improve code by using Azure OpenAI.
- Generate images with DALL-E in Azure OpenAI, including using Python and C#.
- Use Azure OpenAI on your data, including using Python and C#.
Course Content
- Introduction –> 6 lectures • 10min.
- Using Azure OpenAI in the portal –> 10 lectures • 1hr 4min.
- Connecting to the GPT-3.5-turbo model using Python and C# –> 10 lectures • 59min.
- Using DALL-E 2, using the portal and in code –> 5 lectures • 18min.
- Use your own data –> 7 lectures • 38min.
- Congratulations for completing the course –> 2 lectures • 4min.
Requirements
This course goes through all of the skills required for the Microsoft Applied Skills: Develop generative AI solutions with Azure OpenAI Service.
In this 3 hour course we’ll cover the skills that you need for the Microsoft Applied Skills credential for generative AI.
The tasks that you need to perform to get this skill are:
- Deploy an Azure OpenAI resource and an Azure OpenAI model. We’ll create an Azure account using a free trial, and then apply for permission to create and Azure OpenAI resource. Once that permission is generated, we’ll create the resource, and deploy a GPT-3.5-turbo model (this is the technology behind ChatGPT) in the Azure OpenAI Studio.
- Generate natural language responses by using Azure OpenAI. We’ll use the GPT Chat playground to send prompts and receive responses. We will also download Visual Studio Code and write code in Python and C#.
- Apply prompt engineering techniques by using Azure OpenAI. We’ll improve the quality of the prompts with Primary and Supporting Content, cues, system and assistant messages, chain of thought prompting, and more, with our GPT Playground (or ChatGPT).
- Generate and improve code by using Azure OpenAI. We’ll create and amend Python, C# and SQL code, using section dividers, comments, and unit tests.
- Generate images with DALL-E in Azure OpenAI. We’ll create images based on prompts, and write code in Python and C# to generate it in our program.
- Use Azure OpenAI on your data. We’ll upload PDFs into our GPT-3.5-turbo model, which will provide updated information or company documents for our GPT model to use.
There are several Practice Activities and quizzes throughout the course, so you can be sure that you are learning.
By the end of the course, you’ll be much more confident about developing generative AI solutions with Azure OpenAI Service, using GPT, ChatGPT or DALL-E and perhaps even take the official Microsoft assessment. That would look great on your CV or resume.