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Automated Machine Learning with Microsoft Azure

You're reading from  Automated Machine Learning with Microsoft Azure

Product type Book
Published in Apr 2021
Publisher Packt
ISBN-13 9781800565319
Pages 340 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Dennis Michael Sawyers Dennis Michael Sawyers
Profile icon Dennis Michael Sawyers
LinkedIn
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.
See other products by Dennis Michael Sawyers

Table of Contents (17) Chapters

Preface Section 1: AutoML Explained – Why, What, and How
Chapter 1: Introducing AutoML Chapter 2: Getting Started with Azure Machine Learning Service Chapter 3: Training Your First AutoML Model Section 2: AutoML for Regression, Classification, and Forecasting – A Step-by-Step Guide
Chapter 4: Building an AutoML Regression Solution Chapter 5: Building an AutoML Classification Solution Chapter 6: Building an AutoML Forecasting Solution Chapter 7: Using the Many Models Solution Accelerator Section 3: AutoML in Production – Automating Real-Time and Batch Scoring Solutions
Chapter 8: Choosing Real-Time versus Batch Scoring Chapter 9: Implementing a Batch Scoring Solution Chapter 10: Creating End-to-End AutoML Solutions Chapter 11: Implementing a Real-Time Scoring Solution Chapter 12: Realizing Business Value with AutoML Other Books You May Enjoy

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Authors (1)

Profile icon Dennis Michael Sawyers
LinkedIn
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.
Read more
See other products by Dennis Michael Sawyers

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