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AWS EMR Big Data Processing with Spark and Hadoop
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In this video, I gave an overview of what EMR is and its benefits in the big data and machine learning world. I then provided a step by step instruction on how to spin up an EMR cluster and do a spark submit job on it to process data from a Stack Over Flow survey.
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The topics that we will cover in this session are as follows:
What is AWS EMR?
AWS EMR Benefits
AWS EMR Applications
AWS EMR Case Study
AWS EMR Demo
Timestamps ⏰
0:00 Intro
1:16 Overview of Amazon EMR
5:10 Create filesystem, VPC, and configure EMR cluster
9:04 Writing our Spark script
13:42 3 ways to Trigger Steps in EMR
18:32 SSH into Resource Manager in YARN
19:50 Enable EMR managed auto-scaling
20:57 Summary
#awsemr #pyspark #awsec2 #awss3 #cloudguru
💥CloudWays COUPON CODE: CLOUDGURU25
☝️☝️ USE THE EXCLUSIVE COUPON CODE ABOVE TO GET 25% OFF FOR 3 MONTHS💥
💥Get $200 FREE Credits for signup. So, hurry up!💥
╔═╦╗╔╦╗╔═╦═╦╦╦╦╗╔═╗
║╚╣║║║╚╣╚╣╔╣╔╣║╚╣═╣
╠╗║╚╝║║╠╗║╚╣║║║║║═╣
╚═╩══╩═╩═╩═╩╝╚╩═╩═╝
The topics that we will cover in this session are as follows:
What is AWS EMR?
AWS EMR Benefits
AWS EMR Applications
AWS EMR Case Study
AWS EMR Demo
Timestamps ⏰
0:00 Intro
1:16 Overview of Amazon EMR
5:10 Create filesystem, VPC, and configure EMR cluster
9:04 Writing our Spark script
13:42 3 ways to Trigger Steps in EMR
18:32 SSH into Resource Manager in YARN
19:50 Enable EMR managed auto-scaling
20:57 Summary
#awsemr #pyspark #awsec2 #awss3 #cloudguru
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