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Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

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Free Online Course: Microsoft Azure AI Fundamentals: Explore visual tools for machine learning provided by Microsoft Learn is a comprehensive online course, which lasts for 3-4 hours worth of material. The course is taught in English and is free of charge.

Microsoft via Microsoft Learn
3-4 hours worth of material
Self Paced
Overview

    • Module 1: Use automated machine learning in Azure Machine Learning

      • Learn how to use the automated machine learning user interface in Azure Machine Learning

    • Module 2: Create a Regression Model with Azure Machine Learning designer

      • Learn how to train and publish a regression model with Azure Machine Learning designer.

    • Module 3: Create a classification model with Azure Machine Learning designer

      • Train and publish a classification model with Azure Machine Learning designer

    • Module 4: Create a Clustering Model with Azure Machine Learning designer

      • Train and publish a clustering model with Azure Machine Learning designer

Syllabus

    • Module 1: Use automated machine learning in Azure Machine Learning
      • Introduction
      • 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
      • Knowledge check
      • Summary
    • Module 2: Create a Regression Model with Azure Machine Learning designer
      • Introduction
      • 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
      • Knowledge check
      • Summary
    • Module 3: Create a classification model with Azure Machine Learning designer
      • Introduction
      • 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
      • Knowledge check
      • Summary
    • Module 4: Create a Clustering Model with Azure Machine Learning designer
      • Introduction
      • 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
      • Knowledge check
      • Summary

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