Azure AI Fundamentals: Authoring with the Azure ML Studio Designer
Azure
| Beginner
- 11 videos | 1h 10m 16s
- Includes Assessment
- Earns a Badge
The Azure Machine Learning Studio provides a proficient designer that can be used to build machine learning pipelines. In this course, you'll explore Azure ML Studio Designer and practice using its features for managing, normalizing, and transforming data for use in regression, classification, and clustering models. You'll also learn how to select features from a dataset and create datasets for training and validating models within Studio Designer. By the end of the course, you'll be able to use datasets, add transformations, normalize and clean data, split datasets, and configure and use a number of models, all within Azure ML Studio 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
Create and use a dataset component in azure ml designer
Select features from a dataset in ml designer
Add data transformations to prepare data in ml designer
Add normalizing and cleaning components for data in ml designer
View the output from different normalized and transformed datasets in azure ml designer -
Split a dataset into a testing and evaluation set for model training and evaluation using azure ml designer
Add and use a regression training model in ml designer
Configure and use a classification model in ml designer
Use a clustering model in ml designer
Summarize the key concepts covered in this course
IN THIS COURSE
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56s
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4m 56sUpon completion of this video, you will be able to create and use a dataset component in Azure ML Designer. FREE ACCESS
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3. Selecting Dataset Features in Azure ML Designer7m 15sDuring this video, you will learn how to select features from a dataset in ML Designer. FREE ACCESS
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4. Adding Data Transformations in Azure ML Designer5m 37sTo prepare data for use in ML Designer, find out how to add data transformations. FREE ACCESS
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5. Normalizing and Cleaning Data in Azure ML Designer7m 45sLearn how to add normalizing and cleaning components for data in ML Designer. FREE ACCESS
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6. Viewing Normalized & Transformed Data in ML Designer6m 17sIn this video, you will learn how to view the output from different normalized and transformed datasets in Azure ML Designer. FREE ACCESS
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7. Splitting a Dataset for Testing and Evaluation5m 27sDuring this video, you will learn how to split a dataset into a testing and evaluation set for model training and evaluation using Azure ML Designer. FREE ACCESS
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8. Using a Regression Model in Azure ML Designer8m 40sIn this video, you will learn how to add and use a regression training model in ML Designer. FREE ACCESS
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9. Using a Classification Model in Azure ML Designer12m 35sDiscover how to configure and use a classification model in ML Designer. FREE ACCESS
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10. Using a Clustering Model in Azure ML Designer10m 3sIn this video, you will use a clustering model in ML Designer. FREE ACCESS
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11. Course Summary46sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
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