AWS Workshops

This website lists workshops created by the teams at Amazon Web Services (AWS). Workshops are hands-on events designed to teach or introduce practical skills, techniques, or concepts which you can use to solve business problems.
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About AWS
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100 workshops and growing

New workshops and content added all the time

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Created by experts

Created by specialists in the field from AWS and AWS Partners

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Available for access anywhere

Globally available without restriction and mobile friendly

Workshop Search Results

EMR Observability
Level: 300
Categories: Analytics
Tags: EMR, TimeStream
2 hours

This workshop will walk through how to build a pipeline that will send spark and node metrics (jobs/stages/cpu/memory) from EMR clusters to an off-cluster time-series database and then use Grafana to view dashboards.

EMR Observability
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Using SageMaker with EMR and Glue to train and deploy ML models
Level: 300
Categories: Machine Learning
Tags: SageMaker, EMR, Glue
6 hours

In this workshop, you'll be introduced to Amazon SageMaker Studio integrations with services like AWS Glue and Amazon EMR to do data prep and model training at scale

Using SageMaker with EMR and Glue to train and deploy ML models
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EMR Serverless Workshop
Level: 200
Categories: Serverless, Compute, Analytics
Tags: EMR, Serverless, Spark, Hive
2 hours

This workshop shows you how to configure and run EMR Serverless and try out various features and use cases

EMR Serverless Workshop
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SageMaker Studio Integration with EMR Workshop
Level: 300
Categories: Machine Learning, AI/ML, Analytics
Tags: SageMaker, EMR, Spark, Machine Learning
3 hours

In this workshop, learn how to utilize SageMaker Studio to run distributed processing on EMR in order to prepare data and subsequently train machine learning models. You'll also learn how to create and terminate those EMR clusters through pre-defined templates accessible in SageMaker Studio.

SageMaker Studio Integration with EMR Workshop
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EMR on EKS Workshop
Level: 400
Categories: Containers, Analytics
Tags: EMR, EKS, EMR on EKS
2 hours

This workshop shows you how to configure and run EMR on EKS and trying out various features and use cases

EMR on EKS Workshop
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Amazon EMR Developer Experience Workshop
Level: 300
Categories: Data Lake, Big Data, ETL Developer, Notebook, IDE
Tags: Amazon EMR, Amazon EMR Studio
8 hours

A workshop to explore tools and functionalities that are available for Amazon EMR Studio users.

Amazon EMR Developer Experience Workshop
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EMR Workshop
Level: 300
Categories: Containers, Compute
Tags: EMR, Spark, Hive, Hudi, Notebooks
4 hours

Hands on labs for getting familiar with EMR.

EMR Workshop
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