DURATION: 4 Day.
Day 01: Get started and develop decision support solutions with Azure AI Services
- Prepare to develop AI solutions on Azure.
- Create and consume Azure AI services.
- Use a REST API and an SDK.
- Secure Azure AI services.
- Implement network security.
- Monitor Azure AI services.
- Deploy Azure AI services in containers.
- Classify and moderate text with Azure Content Moderator.
- Make recommendations with Azure AI Personalizer.
- Exercise – Use Azure AI services.
- Exercise – Manage Azure AI Services Security.
- Exercise – Monitor Azure AI services.
- Exercise – Use a container.
- Exercise – Test text moderation by using the API testing console.
- Exercise: Use AI Personalizer with Visual Studio Code Notebooks to simulate a loop.
Day 02: Create computer vision solutions with Azure AI Vision
- Analyse images.
- Classify images.
- Detect objects in images.
- Detect, analyse, and recognize faces.
- Read Text in images and documents with the Azure AI Vision Service.
- Analyze video.
- Exercise – Analyze images with Azure AI Vision.
- Exercise – Classify images with Azure AI Custom Vision.
- Exercise – Detect objects in images with Azure AI Custom Vision.
- Exercise – Detect, analyze, and identify faces.
- Exercise – Read text in images.
- Exercise – Analyze video.
Day 03: Develop natural language processing solutions with Azure AI Services
- Analyze text with Azure AI Language.
- Build a question answering solution.
- Build a conversational language understanding model.
- Create a custom text classification solution.
- Create a custom named entity extraction solution.
- Translate text with Azure AI Translator service.
- Create speech-enabled apps with Azure AI services.
- Translate speech with the Azure AI Speech service.
- Exercise – Analyze text.
- Exercise – Create a question answering solution.
- Exercise – Build an Azure AI services conversational language understanding model.
- Exercise – Classify text.
- Exercise – Extract custom entities.
- Exercise – Translate text with the Azure AI Translator service.
- Exercise – Create a speech-enabled app.
- Exercise – Translate speech.
Day 04: Develop Solutions with Azure Cognitive Search, Azure AI Document Intelligence and Azure OpenAI Service
- Create an Azure AI Search solution.
- Create a custom skill for Azure AI Search.
- Create a knowledge store with Azure AI Search.
- Extract data from forms with Azure Document Intelligence.
- Build natural language solutions with Azure OpenAI Service.
- Apply prompt engineering with Azure OpenAI Service.
- Use your own data with Azure OpenAI Service.
- Exercise – Create a search solution.
- Exercise – Implement a custom skill.
- Exercise – Create a knowledge store.
- Exercise – Extract data from custom forms.
- Exercise – Integrate Azure OpenAI into your app.
- Exercise – Utilize prompt engineering in your application.
- Exercise – Use your own data with Azure OpenAI Service.
