Big Data and Spark Online Training Course Content


Introduction To Big Data And Spark


Learn how to apply data science techniques using parallel programming during Spark training, to explore big (and small) data

  • Introduction to Big Data
  • Challenges with Big Data
  • Batch Vs. Real Time Big Data Analytics
  • Batch Analytics – Hadoop Ecosystem Overview
  • Real Time Analytics Options
  • Streaming Data – Storm
  • In Memory Data – Spark
  • What is Spark?
  • Modes of Spark
  • Spark Installation Demo
  • Overview of Spark on a cluster
  • Spark Standalone Cluster

Spark Baby Steps


Learn how to invoke spark shell, build spark project with sbt, distributed persistence and much more…in this module

  • Invoking Spark Shell
  • Creating the Spark Context
  • Loading a File in Shell
  • Performing Some Basic Operations on Files in Spark Shell
  • Building a Spark Project with sbt
  • Running Spark Project with sbt
  • Caching Overview
  • Distributed Persistence
  • Spark Streaming Overview
  • Example: Streaming Word Count

Playing With RDDs In Spark


The main abstraction Spark provides is a resilient distributed dataset (RDD), which is a collection of elements partitioned across the nodes of the cluster that can be operated on in parallel

  • RDDs
  • Spark Transformations in RDD
  • Actions in RDD
  • Loading Data in RDD
  • Saving Data through RDD
  • Spark Key-Value Pair RDD
  • Map Reduce and Pair RDD Operations in Spark
  • Scala and Hadoop Integration Hands on

Shark - When Spark Meets Hive


Shark is a component of Spark, an open source, distributed and fault-tolerant, in-memory analytics system, that can be installed on the same cluster as Hadoop. This module of spark training, will give insights about Shark

  • Why Shark?
  • Installing Shark
  • Running Shark
  • Loading of Data
  • Hive Queries through Spark
  • Testing Tips in Scala
  • Performance Tuning Tips in Spark
  • Shared Variables: Broadcast Variables
  • Shared Variables: Accumulators

Practice Test & Interview Questions


Xcloudmatrix offers advanced Apache Spark interview questions and answers along with Apache Spark resume samples. Take a free sample practice test before appearing in the certification to improve your chances of scoring high



We are providing Big Data and Spark Online Training in Ameerpet Hyderabad. We are one of best Institute to provide Best High Quality Big Data and Spark online training all over India. The IT Professionals and Students from India and abroad who are unable to attend regular classes can attend our Big Data and Spark online training from their home in their convenient timings. For more details on Big Data and Spark Online Training please call to 9290971883, / 9247461324, or drop a mail to revanthonlinetraining@gmail.com

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