Big Data/Spark Fundamentals

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700+

Learning Topics

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Video Content

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Coding Exercises

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Quiz

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Skill Assessment

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Hands-on Projects

Topics Covered

Big Data

Intro to data evolution
Intro to big data
Hadoop Ecosystem Introduction
Intro to HDFS
Evolution of Hadoop
Introduction to Spark
Hadoop vs Spark
Spark Setup
Introduction to RDDs
Hadoop Ecosystem Introduction
Basic RDD operations
Local vs Cluster mode
Working with Key/Value pairs
Transformations
Actions
Shared variables
Accumulators
Launching a Spark Job using Java

Spark Fundamentals

Creating Spark EMR cluster
Spark Cluster mode
Introduction to YARN
Spark Cluster Manager
Running Spark job on EMR
Driver class configuration
Executors
Configure number of executors
Spark cluster configuration
Configure memory: Driver & executors
Spark caching
Memory management

Big Data

Intro to data evolution
Intro to big data
Hadoop Ecosystem Introduction
Intro to HDFS
Evolution of Hadoop
Introduction to Spark
Hadoop vs Spark
Spark Setup
Introduction to RDDs
Hadoop Ecosystem Introduction
Basic RDD operations
Local vs Cluster mode
Working with Key/Value pairs
Transformations
Actions
Shared variables
Accumulators
Launching a Spark Job using Java

Spark Fundamentals

Creating Spark EMR cluster
Spark Cluster mode
Introduction to YARN
Spark Cluster Manager
Running Spark job on EMR
Driver class configuration
Executors
Configure number of executors
Spark cluster configuration
Configure memory: Driver & executors
Spark caching
Memory management

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