Microsoft Applied Skills: Gen Ai Solutions With Azure Openai

APL-3006. Using Python or C# to connect to Azure OpenAI. Use ChatGPT to create chats/code, and DALL-E to create images.

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#

Requirements
There are no requirements for watching the course.
If you want to program in Python or C#, then you will need to download Visual Studio Code. It is available for Windows, macOS and Linux.

Description
This course goes through all of the skills required for the Microsoft Applied Skills: Develop generative AI solutions with Azure OpenAI Service.This course has been updated in line with the expanded Study Guide (June 2024).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 you need 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 and perhaps even take the official Microsoft assessment. That would look great on your CV or resume.

Who this course is for:
This is for you if you want to use Generative Artificial Intelligence, either using a portal or programming using Python or C#.,This course will guide you through the skills required for the Microsoft Applied Skills credential "Develop generative AI solutions with Azure OpenAI Service".,This is especially for you if you are, or want to be, an AI Engineer, App Maker, or Developer, or just want to learn more about Gen AI.