Michael Hsieh
eBook, ePUB

Getting Started with Amazon SageMaker Studio (eBook, ePUB)

Learn to build end-to-end machine learning projects in the SageMaker machine learning IDE

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Amazon SageMaker Studio is the first integrated development environment (IDE) for machine learning (ML) and is designed to integrate ML workflows: data preparation, feature engineering, statistical bias detection, automated machine learning (AutoML), training, hosting, ML explainability, monitoring, and MLOps in one environment. In this book, you'll start by exploring the features available in Amazon SageMaker Studio to analyze data, develop ML models, and productionize models to meet your goals. As you progress, you will learn how these features work together to address common challenges when...

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