YoVDO

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

Offered By: Microsoft via Microsoft Learn

Tags

Microsoft Azure Courses Artificial Intelligence Courses Machine Learning Courses Regression Models Courses Classification Models Courses Model Deployment Courses Automated Machine Learning Courses

Course Description

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

Tags

Related Courses

Classification Models
Udacity Predictive Modeling and Machine Learning with MATLAB
MathWorks via Coursera Predictive Analytics for Business
Tableau via Udacity Explainable Machine Learning with LIME and H2O in R
Coursera Project Network via Coursera Automated Machine Learning en Power BI Clasificación
Coursera Project Network via Coursera