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Develop smart applications without spending days and weeks building
machine-learning models. With this practical book, you'll learn how
to apply Automated Machine Learning, a process that uses machine
learning to help people build machine learning models. Deepak
Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of
technical depth, hands-on examples, and case studies that show how
customers are solving real-world problems with this technology.
Building machine learning models is an iterative and time-consuming
process. Even those who know how to create these models may be
limited in how much they can explore. Once you complete this book,
you'll understand how to apply Automated Machine Learning to your
data right away. Learn how companies in different industries are
benefiting from Automated Machine Learning Get started with
Automated Machine Learning using Azure Explore aspects such as
algorithm selection, auto featurization, and hyperparameter tuning
Understand how data analysts, BI professionals, and developers can
use Automated Machine Learning in their familiar tools and
experiences Learn how to get started using Automated Machine
Learning for use cases including classification and regression.
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