Azure Machine Learning

  • A service to train, deploy, automate, manage, and track machine learning models.
  • Azure ML offers Basic and Enterprise editions.
  • You can use Azure ML SDK for Python, Azure ML Studio, and ML CLI to manage your deployed models.
  • You can automate and accelerate the ML lifecycle using MLOps.
  • Azure ML designer allows you to visually connect (drag-and-drop) datasets and modules without writing any code.
  • ML pipelines provide a complete logical workflow and an ordered sequence of steps.
  • AutoML uses the target metric you specify to train and tune a model.
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  • Azure Cognitive Services enables developers to build cognitive intelligent applications without having AI or data science skills. The following are the Azure Cognitive REST APIs that you can use:
    • Vision, Speech, Language, Search, and Decision APIs.

Azure Bot Service 

  • Build a bot that uses natural language and speech capabilities to communicate with your users.
  • You can integrate Bot Service across multiple communication channels such as Microsoft Teams, Slack, and Facebook Messenger.
  • Use Bot Framework Composer if you need a visual editing canvas for conversation flows.
  • With Bot Framework SDK, you can create a bot that uses speech, understands natural language, and handle questions and answers.


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