APACHE SPARK TRAINING

INSTITUTE IN BANGALORE

90% Successful Placement Record

  • Big Data Problems
  • What is Hadoop?
  • Introduction to HDFS
  • Introduction to MapReduce with Example.
  • What is problem with Map reduce?
  • Why Apache Spark?
  • What is Apache Spark?
  • Apache Spark Architecture
  • MapReduce vs Apache Spark
  • Why Scala ?
  • Basic oops concepts.
  • Scala Flow Control.
  • Variables
  • Anonymous Functions.
  • Curried functions.
  • Classes
  • Constructor
  • Abstract Classes.
  • Traits
  • Collections
  • Apache Spark installations in local machine.
  • Apache Spark Conf and spark context.
  • RDD creations
  • Operations on RDD
  • RDD transformations functions
  • Map & Flat Map difference
  • Actions on RDD
  • Persistence
  • Working with RDD key-value
  • RDD joins
  • RDD partitioning
  • Shared Variables.
  • Broadcast variables.
  • Accumulators
  • Apache Spark Cluster Details.
  • Apache Spark Standalone Mode cluster.
  • Running Spark application in Standalone mode cluster.
  • Summary of RDD sizes and memory usage.
  • Spark web UI.
  • Apache Spark internals.
  • Apache spark execution flow.
  • DAG: Logical graph of RDD operations
  • RDD Physical Plan.
  • Task
  • Stages
  • Schedular.
  • Types of RDD transformations
  • SQL Context.
  • Data Frame Creations.
  • Creating temporary tables
  • Parquet tables.
  • Loading and processing csv file.
  • Loading and processing json File.
  • Writing data to local file system.
  • What is streaming?
  • Why streaming?
  • Discretized Streams.
  • Transformations on DStreams
  • Streaming Example
  • Real time machine learning text classification using Naive Bayes classifier.
  • Building real time machine learning recommendation engine.

OUR ADDRESS

LOCATION ON MAP:

Postal Address:

No. 270, Sigma Arcade, RSI Business Complex, 1st Floor, Marathahalli,
Near Tulasi theater, Marathahalli Junction, Bangalore-560037.

CONTACT INFO:

Phone:

+91 8197224940

Skype:

royal.indra1

Email:

contact@indrasacademy.com

Web:

www.indrasacademy.com

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