July 2023
Intermediate to advanced
420 pages
10h 35m
English
Content preview from Data Wrangling on AWS
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Part 4:Advanced Data Manipulation and ML Data Optimization
In this section, we’ll explore advanced data manipulation and machine learning data optimization using AWS Data Wrangler and AWS SageMaker Data Wrangler. Chapter 9 showcases the powerful combination of AWS Data Wrangler and pandas, guiding you through advanced data transformations and analysis. Chapter 10 delves into ML data optimization with AWS SageMaker Data Wrangler, helping you preprocess and prepare data for ML projects to maximize model performance and accuracy.
This part has the following chapters:
- Chapter 9, Building an End-to-End Data-Wrangling Pipeline with AWS SDK for Pandas
- Chapter 10, Data Processing for Machine Learning with SageMaker Data Wrangler
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.