Part 2:Data Wrangling with AWS Tools
In this section, we will explore three powerful AWS tools designed to streamline data-wrangling and preparation tasks. First, we’ll delve into AWS Glue DataBrew, learning how to cleanse, transform, and enrich data to ensure high-quality and usable datasets. After that, we’ll uncover the versatility of the AWS SDK for pandas, gaining a comprehensive understanding of efficient data manipulation and preparation on the AWS platform. Finally, we’ll explore Amazon SageMaker Data Wrangler, equipping you with the skills to seamlessly preprocess and prepare data for impactful machine learning projects.
This part has the following chapters:
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