spark

Master – Driver Node capacity Slave –   Worker Node capacity

On-Off-heap memory tuning Kryo Serialization Broadcast Variable Accumulator Variable DAG

GraphX overview Vertices Edges Triplets Page Rank Pregel

Overview  of Machine Learning Algorithm Linear Regression Logistic Regression

Overview  of Kafka Streaming Architecture of Kafka Streaming Kafka Installation

Overview  of Spark Streaming Architecture of Spark Streaming File streaming

Maven  build tool implementation Build Libraries Create  Jar files Spark-Submit

Classes, Objects & Properties Inheritance

List Map Sets Options Tuples Mutable collection Immutable collection Iterating

Oops  vs Functions Anonymous Recursive Call-by-name Currying Conditional statement

Introduction to Scala Feature of Scala Scala vs Java Comparison

Introduction to SQL  Operations SQL Context Data Frame Working with

Exploring the Spark shell Creating Spark Context Operations on Resilient

Overview of Hadoop Architecture of  HDFS  & YARN Overview of