apache spark tutorials


  • WatchIntroduction to ITVersity Forums - see description for links
  • WatchApache Spark - Setup Environment - Introduction
  • WatchApache Spark - Setup Environment on Mac
  • WatchApache Spark - Concepts and Architecture - Introduction
  • WatchApache Spark - Architecture Overview
  • WatchApache Spark - Cluster Modes
  • WatchApache Spark - Modules Overview
  • WatchApache Spark - Documentation Overview
  • WatchApache Spark - Launch Spark Shell (Scala)
  • WatchScala - Setup Scala and sbt introduction
  • WatchScala - Install and Validate
  • WatchScala - Run simple application
  • WatchScala - Install sbt and run scala application
  • WatchScala - Setup Scala IDE for Eclipse - Introduction
  • WatchScala - Setup Scala IDE and run simple application
  • WatchScala - integrate sbt with Scala IDE for Eclipse
  • WatchApache Spark - Develop applications using Scala IDE and sbt - Introduction
  • WatchApache Spark - Develop applications using Scala IDE and sbt
  • WatchApache Spark - Run Spark application on cluster
  • WatchApache Spark - Scala - SparkConf and SparkContext Introduction
  • WatchApache Spark - Scala - SparkConf
  • WatchApache Spark - Scala - SparkContext
  • WatchApache Spark - Scala - Externalizing Parameters
  • WatchApache Spark - Scala - Develop word count using Scala IDE for Eclipse
  • WatchApache Spark - Create RDD for Parallelized Collections
  • WatchApache Spark - Create RDD for external data sets on OS/local file system
  • WatchApache Spark - Create RDD for external data sets on HDFS files
  • WatchApache Spark - Understanding data model
  • WatchApache Spark - Transformations and Actions Overview
  • WatchApache Spark - Define problem statement and design
  • WatchApache Spark - Read Data Using Spark - Introduction
  • WatchApache Spark - Reading orders and order_items data
  • WatchApache Spark - Simple Transformations - Introduction
  • WatchApache Spark - Extract required fields - map
  • WatchApache Spark - Get revenue per order - reduceByKey
  • WatchApache Spark - Joins Introduction
  • WatchApache Spark - Join order and order_items - join transformation
  • WatchApache Spark - Compute average - Introduction
  • WatchApache Spark - Compute total revenue and total number of orders - aggregateByKey
  • WatchApache Spark - Compute average revenue
  • WatchApache Spark - Sort the data - sortByKey
  • WatchApache Spark - Save the output
  • WatchApache Spark - Running Application - Introduction
  • WatchApache Spark - Run Application Using Scala IDE
  • WatchApache Spark - Run Application On Cluster
  • WatchApache Spark - Accumulators Implementation - Scala
  • WatchApache Spark - Broadcast Variables - Scala - Introduction
  • WatchApache Spark - Broadcast Variables - Scala - Design
  • WatchApache Spark - Broadcast Variables - Scala - Implementation
  • WatchApache Spark - Scala - Data Frames - Introduction

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