Preface
The AWS Machine Learning Specialty certification exam tests your competency to perform machine learning (ML) on AWS infrastructure. This book covers the entire exam syllabus in depth using practical examples to help you with your real-world ML projects on AWS.
Starting with an introduction to ML on AWS, you will learn the fundamentals of ML and explore important AWS services for artificial intelligence (AI). You will then see how to store and process data for ML using several AWS services, such as S3 and EMR.
You will also learn how to prepare data for ML and discover different techniques for data manipulation and transformation for different types of variables. The book covers the handling of missing data and outliers and takes you ...
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