Enable Resource Providers
Detail to Setup
There are some resource providers that must be registered in your Azure subscription. Follow these steps to ensure that they’re registered.
- Sign into the Azure portal at https://portal.azure.com using the Microsoft credentials associated with your subscription.
- On the Home page, select Subscriptions (or expand the ≡ menu, select All Services, and in the General category, select Subscriptions).
- Select your Azure subscription (if you have multiple subscriptions, select the one you created by redeeming your Azure Pass).
- In the blade for your subscription, in the pane on the left, in the Settings section, select Resource providers.
- In the list of resource providers, ensure the following providers are registered (if not, select them and click register):
- Microsoft.BotService
- Microsoft.Web
- Microsoft.ManagedIdentity
- Microsoft.Search
- Microsoft.Storage
- Microsoft.CognitiveServices
- Microsoft.AlertsManagement
- microsoft.insights
- Microsoft.KeyVault
- Microsoft.ContainerInstance
AI Engineer Exercises
These hands-on lab exercises support Microsoft course AI-102 Designing and Implementing a Microsoft Azure AI Solution and the equivalent self-paced modules on Microsoft Learn. The exercises are designed to accompany the learning materials and enable you to practice using the technologies they describe.
Web Link
https://microsoftlearning.github.io/AI-102-AIEngineer/
Lab Environment Setup - AI Example -AI-102-AIEngineer
Free Azure Portal Cloud Service Needed
To complete this exercise, you will need a Microsoft Azure subscription. If you don't already have one, you can sign up for a free trial at https://azure.com/free
Clone the repository for AI Sample
If you have already cloned AI-102-AIEngineer code repository to the environment where you’re working on this lab, open it in Visual Studio Code; otherwise, follow these steps to clone it now.
- Start Visual Studio Code.
- Open the palette (SHIFT+CTRL+P) and run a Git: Clone command to clone the https://github.com/MicrosoftLearning/AI-102-AIEngineer repository to a local folder (it doesn’t matter which folder).
- When the repository has been cloned, open the folder in Visual Studio Code.
- Wait while additional files are installed to support the C# code projects in the repo.
If you would like to use a development environment on your own computer, you can use this setup guide .
Note that the setup guide is designed for multiple AI development exercises, and may include software that is not required for this specific exercise.
Below is the List of Packages and Libraries Needed
You don't need to install all packages to your project.
Package Missing
Install only those package.
Class Name or Type Missing
Just go through the project C# code and install only those package missing. If the error is in the code class name, then add the C# libraries using import / using.
Packages NuGet
dotnet add package Azure.Core --version 1.25.0
dotnet add package Newtonsoft.Json --version 13.0.1
dotnet add package Microsoft.Extensions.Configuration --version 6.0.1
dotnet add package Azure.AI.TextAnalytics --version 5.2.0
dotnet add package Azure.Identity --version 1.9.0-beta.1
dotnet add package Microsoft.Azure.CognitiveServices.Vision.CustomVision.Prediction --version 2.0.0
dotnet add package Microsoft.Azure.CognitiveServices.Vision.CustomVision.Training --version 2.1.0-preview
dotnet add package Microsoft.Azure.CognitiveServices.Vision.ComputerVision --version 7.0.1
dotnet add package Microsoft.CognitiveServices.Speech --version 1.24.0
dotnet add package Cognitive.Service.Image.OCR --version 1.0.0
dotnet add package Azure.Search.Documents --version 11.5.0-beta.2
dotnet add package Azure.AI.FormRecognizer --version 4.0.0
dotnet add package Microsoft.Azure.CognitiveServices.Vision.Face --version 2.8.0-preview.2
C# Libraries to Import
using Microsoft.Azure.CognitiveServices.Vision.ComputerVision;
using Microsoft.CognitiveServices.Speech;
using Microsoft.Azure.CognitiveServices.Vision.Face;
To Developers
I have gone through the complete AI Examples and Libraries, if there is any error or missing libraries please let me know.