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Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

Microsoft via Microsoft Learn

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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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Reviews

4.0 rating, based on 1 Class Central review

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Aditya

Great achievement ,tis very reliable in my life. Some most common option is very important .To address an issue, do one of the following: Type the correction in the box and then click Change. Under Suggestions, click the word you want to use, and then click Change.