Use Automated Machine Learning in Azure Machine Learning-Welcome to the Course
Introduction to Create No-code Predictive Models with Azure Machine Learning
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Course Syllabus
How to be successful in this course
Use Automated Machine Learning in Azure Machine Learning-Azure Machine Learning to Train and Deploy a Predictive Model
Azure Machine Learning to Train and Deploy a Predictive Model
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Exercise Part 1: Create a Microsoft Azure Machine Learning Workspace
Exercise Part 2: Create Compute Resources
Exercise Part 3: Explore Data
Exercise Part 4: Train a Machine Learning Model
Exercise Part 5: Deploy a Model as a Service
Exercise Part 6: Clean-up
Weekly Summary
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Create a Regression Model with Azure Machine Learning Designer-Create a Regression Model with Azure Machine Learning Designer
What is Regression?
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Exercise Part 1: Create a Microsoft Azure Machine Learning Workspace
Exercise Part 2: Create Compute Resources
Exercise Part 3: Explore Data
Exercise Part 4: Create and Run a Training Pipeline
Exercise Part 5: Evaluate a Regression Model
Exercise Part 6: Create an Inference Pipeline
Exercise Part 7: Deploy a Predictive Service
Exercise Part 8: Clean-up
Weekly Summary
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Create a Classification Model with Azure AI-Create a Classification Model with Azure Machine Learning Designer
What is Classification?
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Exercise Part 1: Create an Azure Machine Learning Workspace
Exercise Part 2: Create Compute Resources
Exercise Part 3: Explore Data
Exercise Part 4: Create and Run a Training Pipeline
Exercise Part 5: Evaluate a Classification Model
Exercise Part 6: Create an Inference Pipeline
Exercise Part 7: Deploy a predictive service
Exercise Part 8: Clean-up
Weekly Summary
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Create a Clustering Model with Azure AI-Create a Clustering Model with Azure Machine Learning Designer
What is Clustering?
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Exercise: Create a Microsoft Azure Machine Learning workspace
Exercise Part 1: Create Compute Resources
Exercise Part 2: Explore Data
Exercise Part 3: Create and Run a Training Pipeline
Exercise Part 4: Evaluate a Classification Model
Exercise Part 5: Create an Inference Pipeline
Exercise Part 6: Deploy a Predictive Service
Exercise Part 7: Clean-up
Weekly Summary
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Create a Clustering Model with Azure AI-Course Wrap-Up
Course wrap-up
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What to expect next