AWS Supports You | Using SageMaker Data Wrangler and AWS Glue DataBrew for Exploratory Data Analysis

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Published Feb 17, 2025

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AWS Supports You: Using Amazon SageMaker Data Wrangler and AWS Glue DataBrew for Exploratory Data Analysis gives viewers on the twitch.tv/aws channel an overview of Exploratory Data Analysis, Amazon SageMaker Data Wrangler, AWS Glue DataBrew, and a live demo of both tools. This series showcases best practices and troubleshooting tips from AWS Support. This episode originally aired on February 28th, 2022.

Intro 0:00
Data Preparation Overview 3:59
Intro to Machine Learning 5:07
Data Preparation for Machine Learning 08:26
Amazon SageMaker Data Wrangler Overview 11:02
Amazon SageMaker Data Wrangler Demo 21:08
AWS Glue DataBrew Overview 35:32
Glue DataBrew Highlighted Features 41:32
AWS Glue DataBrew Demo 44:55

Recommended Links:
AWS Supports You | Using Infrastructure Event Management Best Practices - https://youtu.be/lQztMMIqm4o
Amazon SageMaker - https://aws.amazon.com/sagemaker/
https://aws.amazon.com/blogs/machine-learning/balance-your-data-for-machine-learning-with-amazon-sagemaker-data-wrangler
https://aws.amazon.com/glue/features/databrew/
Demo Sagemaker Link - https://github.com/aws/amazon-sagemaker-examples/tree/main/introduction_to_applying_machine_learning/xgboost_customer_churn
https://github.com/aws/aws-glue-databrew-jupyter-extension
https://docs.aws.amazon.com/databrew/latest/dg/core-concepts-and-terms.html

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#AWS #AmazonWebServices #CloudComputinghttps://youtu.be/lQztMMIqm4o