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 courseCreate and use a dataset component in azure ml designerSelect features from a dataset in ml designerAdd data transformations to prepare data in ml designerAdd normalizing and cleaning components for data in ml designerView the output from different normalized and transformed datasets in azure ml designer
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Split a dataset into a testing and evaluation set for model training and evaluation using azure ml designerAdd and use a regression training model in ml designerConfigure and use a classification model in ml designerUse a clustering model in ml designerSummarize 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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7m 15sDuring this video, you will learn how to select features from a dataset in ML Designer. FREE ACCESS
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5m 37sTo prepare data for use in ML Designer, find out how to add data transformations. FREE ACCESS
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7m 45sLearn how to add normalizing and cleaning components for data in ML Designer. FREE ACCESS
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6m 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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5m 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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8m 40sIn this video, you will learn how to add and use a regression training model in ML Designer. FREE ACCESS
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12m 35sDiscover how to configure and use a classification model in ML Designer. FREE ACCESS
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10m 3sIn this video, you will use a clustering model in ML Designer. FREE ACCESS
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46sIn 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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