- Module 1: Prepare to develop AI solutions on Azure
After completing this module, you will be able to:
- Define artificial intelligence
- Understand AI-related terms
- Understand considerations for AI Engineers
- Understand considerations for responsible AI
- Understand capabilities of Azure Machine Learning
- Understand capabilities of Azure AI Services
- Understand capabilities of the Azure Bot Service
- Understand capabilities of Azure Cognitive Search
- Module 2: Learn to create and consume Azure AI services.
After completing this module, you'll able to:
- Create Azure AI services resources in an Azure subscription.
- Identify endpoints, keys, and locations required to consume an Azure AI services resource.
- Use a REST API and an SDK to consume Azure AI services.
- Module 3: Learn to secure Azure AI services.
After completing this module, you will know how to:
- Consider authentication for Azure AI services
- Manage network security for Azure AI services
- Module 4: Learn to monitor Azure AI services.
After completing this module, you will be able to:
- Monitor Azure AI services costs.
- Create alerts and view metrics for Azure AI services.
- Manage Azure AI services diagnostic logging.
- Module 5: Learn to deploy Azure AI services in containers
After completing this module, learners will be able to:
- Create containers for reuse
- Deploy to a container and secure a container
- Consume Azure AI services from a container
Overview
Syllabus
- Module 1: Module 1: Prepare to develop AI solutions on Azure
- Introduction
- Define artificial intelligence
- Understand AI-related terms
- Understand considerations for AI Engineers
- Understand considerations for responsible AI
- Understand capabilities of Azure Machine Learning
- Understand capabilities of Azure AI Services
- Understand capabilities of the Azure Bot Service
- Understand capabilities of Azure Cognitive Search
- Knowledge check
- Summary
- Module 2: Module 2: Create and consume Azure AI services
- Introduction
- Provision an Azure AI services resource
- Identify endpoints and keys
- Use a REST API
- Use an SDK
- Exercise - Use Azure AI services
- Knowledge check
- Summary
- Module 3: Module 3: Secure Azure AI services
- Introduction
- Consider authentication
- Implement network security
- Exercise - Manage Azure AI Services Security
- Knowledge check
- Summary
- Module 4: Module 4: Monitor Azure AI services
- Introduction
- Monitor cost
- Create alerts
- View metrics
- Manage diagnostic logging
- Exercise - Monitor Azure AI services
- Knowledge check
- Summary
- Module 5: Module 5: Deploy Azure AI services in containers
- Introduction
- Understand containers
- Use Azure AI services containers
- Exercise - Use a container
- Knowledge check
- Summary
