entities, features and capabilities

 four types of entities that you can create during the authoring of LUIS application.

During an authoring phase for a LUIS application. we need to create intents, entities and train a model. There are four types of entities that we can create:

Machine-learned 

list

RegEx

pattern.

Main features and capabilities of  Azure Machine learning 

Azure machine learning  is the foundation for AI , it includes the four features and capabilities.

Automated Machine learning : automated creation of ML models based on your data; does not require any data science experience.

azure machine learning designer : a graphical interaface for no code creation of the ML solution.

data and compute management : cloud based tools for cloud professionals.

pipelines : visual designer for creating ML tasks workflow.