July 2023
Intermediate to advanced
420 pages
10h 35m
English
Content preview from Data Wrangling on AWS
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9
Building an End-to-End Data-Wrangling Pipeline with AWS SDK for Pandas
In the previous chapters, we learned about the data-wrangling process and how to utilize different services for data-wrangling activities within the AWS ecosystem:
- We explored AWS Glue DataBrew, which helps you in creating a data-wrangling pipeline through a GUI-based approach for every type of user.
- We also went through SageMaker Data Wrangler, which also helps users in creating a GUI-based data-wrangling pipeline, but it’s more closely aligned with machine learning workloads with tighter integration with the SageMaker service.
- We also explored AWS SDK for Pandas, aka awswrangler, which is a hands-on coding approach to data wrangling that integrates the Pandas library ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.