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Labs

Transform Data Using Apache Spark on Amazon EMR

In this lab you'll practice how to transform and massage data using Apache Spark on Amazon EMR Cluster, and get the transformed data as an output.

* Our Labs are Available for Enterprise and Professional plans only.
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Lab info

Rating (314)
Level
Intermediate
Duration
50m
Released
Dec 13, 2023

Lab author

Lab Author: Niraj Joshi
Niraj Joshi
Niraj is a AWS/Azure DevSecOps Cloud Specialist with over a decade of work experience into Data Modeling with Databases like Cassandra, MongoDB, SparkSQL, ElasticSearch and SQL Server. He has over 7 years of work ex into Computer Vision, Artificial Intelligence, DevOps, Machine Learning and Big Data Stack, he has been a consultant to companies like CISCO, ERICSSON, Dynamic Elements and JP Morgan He has excellent data visualization/ analytics skills and quite proficient in languages like Python ,... more
Challenge

Configure a Subnet for EMR Cluster

You'll configure a subnet for EMR Cluster in the same Availability Zone as per the EC2 instance.

Challenge

Configure an Amazon EMR Cluster to Run Spark Jobs

You'll create an Amazon EMR Cluster to run spark jobs for data transformation/pre-processing.

Challenge

Run Spark Jobs for Data Transformation

Run Spark Jobs for Data Transformation and Data Pre-Processing in your EMR cluster.

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Provided environment for hands-on practice

We will provide the credentials and environment necessary for you to practice right within your browser.

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Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

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Did you know?

On average, you retain 75% more of your learning if you get time for practice.

Recommended prerequisites

  • AWS CLI
  • AWS EC2
  • AWS S3 Buckets
  • Spark
  • Git Commands

Start learning by doing today

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Ready to skill up
your entire team?

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Subscriptions
Continue to checkout
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With your Pluralsight plan, you can:

With your 30-day pilot, you can:

  • Access thousands of videos to develop critical skills
  • Give up to 50 users access to thousands of video courses
  • Practice and apply skills with interactive courses and projects
  • See skills, usage, and trend data for your teams
  • Prepare for certifications with industry-leading practice exams
  • Measure proficiency across skills and roles
  • Align learning to your goals with paths and channels