Big Data

1) Introduction to Big Data and Hadoop

Introduction to Big Data, Big Data characteristics, Types of Big Data

Traditional vs. Big Data   

                                                                                                        

Big Data Applications

Hadoop architecture: HDFS,YARN 2, YARN Daemons

Hadoop Ecosystem

2) HDFS and Map Reduce

1) HDFS                                                                                                                                             

HDFS architecture

Features of HDFS

HDFS Federation

2) Map Reduce 

The Map Task

The Reduce Task

Detail of Map Reduce Execution

3) NoSQL

Introduction to NoSQL

No SQL Business drivers

NoSQL Data architecture patterns

NoSQL to manage big data

HBASE

HBASE data model

Read Write architecture

Diff HBase and HDFS

4) Hadoop Ecosystem: HIVE and PIG

1) HIVE

Apache Hive

Architecture 

2) PIG

Introduction apache pig 

Architecture 

Diff Between Pig and Hive 

5) Apache Kafka

Kafka Fundamentals

Kafka Architecture 

Streaming real time data (Twitter)

Apache Spark 

Spark Basics

Working with RDDs in Spark

Spark Framework

Spark SQL and Data Frames

6) Data Visualization

Explanation of data visualization

Challenges of big data visualization

Approaches to big data visualization

D3 and big data

Tableau as a Visualization tool