Natural language processing (NLP) solutions use language models to interpret the semantic meaning of written or spoken language. You can use the Language Understanding service to build language models for your applications.
1 - Analyze text with Azure AI Language
Provision an Azure AI Language resource
Detect language
Extract key phrases
Analyze sentiment
Extract entities
Extract linked entities
Module assessment
2 - Create question answering solutions with Azure AI Language
Understand question answering
Compare question answering to Azure AI Language understanding
Create a knowledge base
Implement multi-turn conversation
Test and publish a knowledge base
Use a knowledge base
Improve question answering performance
Module assessment
3 - Build a conversational language understanding model
Understand prebuilt capabilities of the Azure AI Language service
Understand resources for building a conversational language understanding model
Define intents, utterances, and entities
Use patterns to differentiate similar utterances
Use pre-built entity components
Train, test, publish, and review a conversational language understanding model
Module assessment
4 - Create custom text classification solutions
Understand types of classification projects
Understand how to build text classification projects
Module assessment
5 - Custom named entity recognition
Understand custom named entity recognition
Label your data
Train and evaluate your model
Module assessment
6 - Translate text with Azure AI Translator service
Provision an Azure AI Translator resource
Specify translation options
Define custom translations
Module assessment
7 - Create speech-enabled apps with Azure AI services
Provision an Azure resource for speech
Use the Azure AI Speech to Text API
Use the text to speech API
Configure audio format and voices
Use Speech Synthesis Markup Language
Module assessment
8 - Translate speech with the Azure AI Speech service
Provision an Azure resource for speech translation
Translate speech to text
Synthesize translations
Module assessment
9 - Develop an audio-enabled generative AI application
Deploy a multimodal model
Develop an audio-based chat app
Module assessment
Familiarity with Azure and the Azure portal.
Experience programming with C# or Python.
