Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

Description

In this course, you will:

• Discover how to use the automated machine learning user interface in Azure Machine Learning. 
• Learn how to train and publish a regression model using Azure Machine Learning Designer.
• Create and publish a classification model using Azure Machine Learning Designer. 
• Create and publish a clustering model using Azure Machine Learning Designer.

Syllabus:

• Use automated machine learning in Azure Machine Learning
  • What is machine learning?
  • Create an Azure Machine Learning workspace
  • Create compute resources
  • Explore data
  • Train a machine learning model
  • Deploy a model as a service
• Create a Regression Model with Azure Machine Learning designer
  • Create an Azure Machine Learning workspace
  • Create compute resources
  • Explore data
  • Create and run a training pipeline
  • Evaluate a regression model
  • Create an inference pipeline
  • Deploy a predictive service
• Create a classification model with Azure Machine Learning designer
  • Create an Azure Machine Learning workspace
  • Create compute resources
  • Explore data
  • Create and run a training pipeline
  • Evaluate a classification model
  • Create an inference pipeline
  • Deploy a predictive service
• Create a Clustering Model with Azure Machine Learning designer
  • Create an Azure Machine Learning workspace
  • Create compute resources
  • Explore data
  • Create and run a training pipeline
  • Evaluate a clustering model
  • Create an inference pipeline
  • Deploy a predictive service