- Prepare to develop AI solutions on Azure
- 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
- Create and consume Azure AI Services
- Provision 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 to consume an Azure AI service
- Use an SDK to consume an Azure AI service
- Lab: Use Azure AI Services.
- Secure Azure AI Services
- Consider authentication for Azure AI Services
- Manage network security for Azure AI Services
- Lab: Manage Azure AI Services Security
- Monitor Azure AI Services
- Monitor Azure AI Services costs
- Create alerts
- View metrics
- Manage diagnostic logging
- Lab: Monitor Azure AI Services
- Deploy Azure AI services in containers
- Create Containers for Reuse
- Deploy to a Container
- Secure a Container
- Consume Azure AI Services from a Container
- Lab: Use a container
- Extract insights from text with the Azure AI Language service
- Detect language
- Extract key phrases
- Analyze sentiment
- Extract entities
- Extract linked entities
- Lab: Analyze text
- Translate text with Azure AI Translator service
- Provision a Translator resource
- Understand language detection, translation, and transliteration
- Specify translation options
- Define custom translations
- Lab: Translate text with Azure AI Translator service
- Create speech-enabled apps with Azure AI services
- Provision an Azure resource for the Azure AI Speech service
- Use the Azure AI speech-to-text API to implement speech recognition
- Use the Text to speech API to implement speech synthesis
- Configure audio format and voices
- Use Speech Synthesis Markup Language (SSML)
- Lab: Create a speech-enabled app
- Translate speech with the Azure AI Speech service
- Provision Azure resources for speech translation
- Generate text translation from speech
- Synthesize spoken translations
- Lab: Translate speech
