Azure AI Fundamentals: Using Azure Machine Learning Designer
Azure 2024
| Intermediate
- 12 videos | 1h 4m 54s
- Includes Assessment
- Earns a Badge
Azure Machine Learning Studio and Designer provide powerful options for authoring machine learning (ML) models. In this course, you'll explore model authoring with Azure Machine Learning Designer, including how to work with datasets, select dataset features, and add data transformations. Then, you'll discover how to normalize data, view normalized data, and split datasets. Finally, you'll explore how to use regression, classification, and clustering models in Azure Machine Learning Designer. This course is one of a collection that prepares learners for the Microsoft Azure AI Fundamentals (AI-900) exam.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Provide an overview of azure machine learning designer and its features, including assets and pipelines
Create and use dataset components in azure machine learning designer
Select features from a dataset in azure machine learning designer
Prepare data by adding data transformations in azure machine learning designer
Add data normalizing and cleaning components in azure machine learning designer -
View output from normalized and transformed datasets in azure machine learning designer
Split datasets into testing and evaluation sets in preparation for model training and evaluation using azure machine learning designer
Add and use regression training models in azure machine learning designer
Configure and use classification models in azure machine learning designer
Use clustering models in azure machine learning designer
Summarize the key concepts covered in this course
IN THIS COURSE
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55sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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5m 12sAfter completing this video, you will be able to provide an overview of Azure Machine Learning Designer and its features, including assets and pipelines. FREE ACCESS
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3. Working with Datasets in Azure Machine Learning Designer6m 3sDuring this video, you will learn how to create and use dataset components in Azure Machine Learning Designer. FREE ACCESS
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4. Selecting Dataset Features in Azure Machine Learning Designer5m 59sFind out how to select features from a dataset in Azure Machine Learning Designer. FREE ACCESS
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5. Adding Data Transformations in Azure Machine Learning Designer6m 19sIn this video, find out how to prepare data by adding data transformations in Azure Machine Learning Designer. FREE ACCESS
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6. Normalizing Data in Azure Machine Learning Designer6m 15sIn this video, discover how to add data normalizing and cleaning components in Azure Machine Learning Designer. FREE ACCESS
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7. Viewing Normalized Data in Azure Machine Learning Designer7m 32sLearn how to view output from normalized and transformed datasets in Azure Machine Learning Designer. FREE ACCESS
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8. Splitting Datasets in Azure Machine Learning Designer6m 20sDiscover how to split datasets into testing and evaluation sets in preparation for model training and evaluation using Azure Machine Learning Designer. FREE ACCESS
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9. Using Regression Models in Azure Machine Learning Designer7m 14sIn this video, you will learn how to add and use regression training models in Azure Machine Learning Designer. FREE ACCESS
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10. Using Classification Models in Azure Machine Learning Designer6m 21sIn this video, find out how to configure and use classification models in Azure Machine Learning Designer. FREE ACCESS
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11. Using Clustering Models in Azure Machine Learning Designer6m 2sDuring this video, discover how to use clustering models in Azure Machine Learning Designer. FREE ACCESS
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12. Course Summary43sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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