Generative AI solutions with Azure OpenAI (Udemy.com)

This course goes through all of the skills which were required for the Microsoft Applied Skills: Develop generative AI solutions with Azure OpenAI Service. While the skills are still relevant, please note - this Microsoft Applied Skill was discontinued on October 31, 2024.

This course has been updated in line with the expanded Study Guide (June 2024).

Please note: This course is not affiliated with, endorsed by, or sponsored by Microsoft.

What do people like you say about this course?

Antonina says: Great course for beginners, thank you!

Steven says: Good intro to using Python and C# to interact with Microsoft Azure AI services. Philip is a terrific instructor, clear and concise. Course has good examples & exercises.

In this 3 hour course we’ll cover the skills that were needed for the APL-3006 Microsoft Applied Skills credential for generative AI.

It will also help with the Microsoft exam AI-102 "Designing and Implementing a Microsoft Azure AI Solution".

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.