Best Bigdata Training

Introduction to Big Data

Big Data Overview

What is Big Data Analytics

The necessity for Big Data Analytics

Role of a Data Analyst

What is Data Science

A necessity for Data Science

Role of Data Scientist

Use Cases

 Finance

Retail

Advertising

Defence and Intelligence

Telecommunications and Utilities

Healthcare and Pharmaceuticals

Data Analytics Proces

Preparation

PreProcessing

Analysis

Post Processing

Data Preparation

 Planning

Data Collection

Data Selection

Tools for Data Preparation

 Introduction to SQL DB\’s

Introduction to NoSQL DB\’s

Key / Value pair

MongoDB

Cassandra

Graph DB\’s (Neo4j)

Hands on Exercise : Using SQL and NoSql DB\’s

Data Preparation – Import/Export

 Sqoop

Flume

Hands on Exercise : Usage of Tools

PreProcessing

 Data Cleaning

Data Filtering

Data Completion

Data Correction

Data Standardization

Data Transformation

Tools for Data PreProcessing

Data Preprocessing using Pig

Writing Pig Latin scripts and processing data

Data Preprocessing using Hive

Writing Hive Scripts and processing data

Hands on Exercise : Pig and Hive

Data Analysis Introduction

 Recommendation

Classification

Clustering

Mahout

Recommendataion

 Introduction to Recommendations

Making recommendations, various techniques

Hands on Exercise for Recommendations

Classification