Build Machine Learning Models with Azure Machine Learning Designer

سرفصل های دوره

Welcome to Build ML Models with Azure ML Designer. This course will teach you how to leverage a user friendly and visually appealing tool to accomplish Machine Learning Projects.

01. Course Overview

01. Course Overview

02. Setting up a Pipeline with Azure Machine Learning Designer

01. Introduction

02. Azure Machine Learning Pipelines

03. Azure Machine Learning Designer

04. Azure Machine Learning Compute

05. Demo- Setting up Azure ML Designer

06. Conclusion

03. Ingest Data in a Designer Pipeline

01. Introduction

02. Ingestion Options in Azure ML Designer

03. Connectivity to Azure Data Stores

04. Types of Datset in Azure ML

05. Demo- Working with Data in Azure ML Studio

06. Conclusion

04. Define a Pipeline Data Flow with Designer Modules

01. Introduction

02. Understanding Modules in Azure ML Designer

03. Using Modules in Azure ML Designer

04. Demo- Using Modules in Azure ML Designer

05. Demo- Execute Python Code

06. Conclusion

05. Applying Machine Learning Algorithms

01. Introduction

02. What Are ML Algorithms-

03. Azure ML Cheatsheet

04. Connecting Algorithms to in ML Designer

05. Demo- Algorithms in Azure ML Designer

06. Conclusion

06. Publish Machine Learning Models in Azure Machine Learning Designer

01. Introduction

02. Release Models in Azure ML Designer

03. Deploy and Publish in Azure ML Designer

04. Demo- Deploy a Model in Azure ML Designer

05. Demo - Publish a Model in Azure ML Designer

06. Conclusion

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تولید کننده: PluralSight