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Batch Date: Aug 21st @ 7:30AM

Faculty: Mr. Pavan

Venue :
DURGA SOFTWARE SOLUTIONS at Maitrivanam
Plot No : 202, IInd Floor ,
HUDA Maitrivanam,
Ameerpet, Hyderabad-500038.

Ph. No: +91 - 9246212143, 80 96 96 96 96

Syllabus:

SPARK & SCALA

SCALA

• Why Scala
• Scala vs java
• Scala Basics
• Scala datatypes
• Varaiable Declarations
• Control Structures
• interactive Scala -Scala Shell
• Scala Scripts
• Functions
• Scala ide

Object Oriented Programming in Scala

Traits

• When to use traits in scala
• Classes and Objects Basics
• Case Class
• Exception Handling in Scala

Functional Programming in Scala:

• What is Functional Programming
• Difference between Oops and Functional Programming
• Clousers in Scala
• Primary, Auxiliary Constructors
• Singleton Objects
• Companion Objects
• Abstract
• Classes
• Currying
• Expressions
• Anonymous Functions

SPARK:

• Spark vs Map Reduce
• Architecture of Spark
• Spark Shell introduction
• Creating Spark Context
• Spark Project with Maven in Eclipse
• Cache and Persist in Spark
• File Operations in Spark

RDD:

• What is RDD
• Transformations and Actions
• Loading data through RDD
• key-value pair RDD
• Pair RDD oeprations
• Running spark application with Spark-shell
• Deploying Application With Spark-Submit

Spark-SQL:

• Introduction to Spark SQL
• Hive vs SparkSQL
• Processing different fileformats using Spark SQL
• DataFrames
• DAG
• Lineage Graph
• Cluster types
• Optimizers
• Structured Streaming
• RDDs to Relations

Spark Streaming:

• Introduction to Spark Streaming
• Architecture of spark Streaming
• SparkStreaming vs Flume
• introduction to Kafka
• Kafka Architecture
• Spark Streaming integration with Kafka Overview
• Real Time Examples