Automated Machine Learning with Microsoft Azure: Build highly accurate and scalable end-to-end AI solutions with Azure AutoML
Author:   Dennis Michael Sawyers
Publisher:   Packt Publishing Limited
ISBN:  

9781800565319


Pages:   340
Publication Date:   23 April 2021
Format:   Paperback
Availability:   In Print   Availability explained
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Automated Machine Learning with Microsoft Azure: Build highly accurate and scalable end-to-end AI solutions with Azure AutoML


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Author:   Dennis Michael Sawyers
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781800565319


ISBN 10:   1800565313
Pages:   340
Publication Date:   23 April 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Table of Contents Introducing AutoML Getting Started with Azure Machine Learning Service Training Your First AutoML Model Building an AutoML Regression Solution Building an AutoML Classification Solution Building an AutoML Forecasting Solution Using the Many Models Solution Accelerator Choosing Real-Time versus Batch Scoring Implementing a Batch Scoring Solution Creating End-to-End AutoML Solutions Implementing a Real-Time Scoring Solution Realizing Business Value with AutoML

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Author Information

Dennis Michael Sawyers is a senior cloud solutions architect (CSA) at Microsoft, specializing in data and AI. In his role as a CSA, he helps Fortune 500 companies leverage Microsoft Azure cloud technology to build top-class machine learning and AI solutions. Prior to his role at Microsoft, he was a data scientist at Ford Motor Company in Global Data Insight and Analytics (GDIA) and a researcher in anomaly detection at the highly regarded Carnegie Mellon Auton Lab. He received a master's degree in data analytics from Carnegie Mellon's Heinz College and a bachelor's degree from the University of Michigan. More than anything, Dennis is passionate about democratizing AI solutions through automated machine learning technology.

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