IT Expert System - BIGDATA CAREER PATH

BIGDATA Training

Big Data will help to create new career growth opportunities for job seekers and growth for entirely new categories of companies, such as those that aggregate and analyses industry data. Many of these will be companies that sit in the middle of large information flows where data about products and services, buyers and suppliers, consumer preferences and intent can be captured and analyzed. Forward-thinking leaders across sectors should begin aggressively to build their organizations’ Big Data capabilities.

BigData courses inculde: R, Hadoop, Pig, Hive, Hbase, Sqoop, Storm, Spark, MongoDB, Casandra, Sqoop, Mahout

Data Researcher.

Learn how to analyze data to gain insights, develop new strategies, and cultivate actionable business intelligence

Key concepts:

BIG DATA Foundation

Database – overview , Oracle PL/SQL [OCP]
Data warehouse, ETL [Extract Transform Load]
Data Warehouse vs BIG DATA

BIG DATA – Use cases, Hadoop 1.x vs 2.x overview

OLAP vs OLTP

Managerial decisions based on data

Statistic Overview
Probably distribution – Monte Carlo
Empirical Model Preparation
Forecasting, and Projection Algorithm [R, Excel]
Classification, Clustering, Regression Algorithm
Descriptive and Visual Data Analysis [Neo4J]
Data Simulation
Data Reports for C-executives
Machine Learning [Mahout, R]

BIG DATA Technology Overview

Hadoop , Map Reduce , R, Mahout, Hive, PIG, MongoDB, Sqoop, Hbase, Storm, Spark, Neo4J, Oozie [Work Flow], Zookeeper

Theory topics are complimented by hands on LAB
Project Work: Real Industrial problem solution in a classroom setting

Duration: 100 hours

BIGDATA Adminstration

Learn how to install, configure, secure and administor Hadoop clusters and No-SQL databases.

Key concepts:

BIG DATA Foundation

Database – overview , Oracle PL/SQL [OCP]

Data warehouse, ETL
Data Warehouse vs BIG DATA
BIG DATA – Use cases

BIG DATA Administration

Linux Installation, Configuration, and Administration
Hadoop cluster Installation, Configuration and Administration
Performance Tuning, Disaster Recovery , Security
Infrastructure Architecture, and Deployment Topology
Product Installation: Ambari, Spark, Casandra, MongoDB, Neo4J, PIG, HIVE , Oozie , Zookeeper
BIG DATA Programming - Introduction
Java, Python, R and Shell Scripting
Hive, PIG, MongoDB, Sqoop, Hbase, Storm, Spark

Managerial decisions based on data - Introduction

Statistics overview
Descriptive and Visual data analysis
Data Analysis using Excel , R and Mahout
Linear Regression , Clustering, Classification

Theory topics are complimented by hands on LAB
Project Work: Real Industrial problem solution in a classroom setting

Duration: 100 hours

For more info contact ITEXPS

BIGDATA Programming.

Learn how to implement ETL and machine learning algorithms using BIGDATA technologies

Key concepts:

BIG DATA Foundation

Database – overview , Oracle PL/SQL [OCP]
Data warehouse, ETL
Data Warehouse vs BIG DATA
BIG DATA – Use cases, OLAP vs OLTP

BIG DATA Programming

Linux Shell Scripting
R , Java/Python Programming
Hadoop Map Reduce, Sqoop – data import and export
Programing with: PIG, Hive Data Flow Language, MySQL, HIVE, Casandra, MongoDB, HBASE, Zookeeper , Chukwa , PIG, Hive, Spark – Java Integration
Storm/Spark – Real time Analytics
Java/Python + Hadoop + NoSQL E2E Application