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Apache Spark Fundamentals

Video Introducing this tutorial

Introducing Spark :
The Course Overview
Spark Introduction
Spark Components


Hadoop and Spark :
Introduction to Hadoop
Hadoop Processes and Components
HDFS and YARN
Map Reduce


Scala from 30,000 feet :
Introduction to Scala
Scala Programming Fundamentals
Objects in Scala
Collections


Spark Programming :
Spark Execution
Understanding RDD
RDD Operations


Advanced Spark Programming :
Loading and Saving Data in Spark
Managing Key-Value Pairs
Accumulators
Writing a Spark Application