big data & hadoop developer training & … … ·  · 2017-07-06greycampus provides...

4

Click here to load reader

Upload: vanliem

Post on 26-Mar-2018

214 views

Category:

Documents


1 download

TRANSCRIPT

Page 1: BIG DATA & HADOOP DEVELOPER TRAINING & … … ·  · 2017-07-06GreyCampus provides Instructor led sessions for Big Data & Hadoop Developer ... BIGDATA & HADOOP DEVELOPER INSTRUCTOR

GreyCampus provides Instructor led sessions for Big Data & Hadoop Developer Certification. This course is an introduction to the Big Data Eco System, the need for Big Data and its applications. The course also covers Hadoop Architecture, Map-reduce framework, starting with installations, and explores other technologies like Pig, Hive, HBase, ZooKeeper, Oozie, and Flume. It focuses to provide participants hands on experience, so there would be multiple assignments, quizzes and a project.

COURSE INCLUSIONGreyCampus provides classes on Big Data and Hadoop Development. This course is an introduction to the Big Data Eco System, the need for Big Data and its applications. The course also covers Hadoop Architecture, Map-reduce framework, starting with installations, and explores other technologies like Pig, Hive, HBase, ZooKeeper, Oozie, and Flume. It focuses to provide participants hands on experience, so there would be multiple assignments, quizzes and a project.

f Instructor-Led Training

f Free 1 Year e-Learning Access

f USB Drive with Virtual Machine With Built In Data Sets

f 2 Simulated Projects

f Receive Certification On Successful Submission Of Project

f 45 PDU Certificate

f 100% Money Back Guarantee

SALIENT FEATURES

High impact, proven training – Over 30,000 professionals globally have participated in our training programs.

Experienced, expert instructors – Our Instructors come with a rich, 10+ years’ industry experience & 3 Years experience in Big Data and Hadoop.

We have different training methodologies that help participants learn better.

FACT SHEET

BIG DATA & HADOOP DEVELOPER TRAINING & CERTIFICATION

BIGDATA & HADOOP DEVELOPER INSTRUCTOR LED TRAINING

© www.greycampus.com

Page 2: BIG DATA & HADOOP DEVELOPER TRAINING & … … ·  · 2017-07-06GreyCampus provides Instructor led sessions for Big Data & Hadoop Developer ... BIGDATA & HADOOP DEVELOPER INSTRUCTOR

COURSE AGENDA 2

© www.greycampus.com

GETTING STARTED WITH HADOOP

• VMware Player—Introduction

• Installing VMware Player

• Setting up the Virtual Environment

• Oracle VirtualBox to Open a VM

HADOOP ARCHITECTURE

• Hadoop Cluster in commodity hardware

• Hadoop core services and components

• Regular file system vs. Hadoop

• HDFS layer

• HDFS operation principle

HADOOP DEPLOYMENT

• Introduction to Ubuntu Server

• Hadoop installation

• Single node and multi node configuration

• Hadoop Configuration in cluster environment

• Installing Hadoop 2.0

MAPREDUCE

ADVANCED HDFS & MAPREDUCE

• HDFS Benchmarking

• Setting up HDFS Blocks

• Decommissioning a Data Node

• Advanced MapReduce

• Introdution to MapReduce

• Hadoop MapReduce example

• Hadoop MapReduce Characteristics

• Setting up your MapReduce Environment

• Building a MapReduce Program

• MapReduce Requirements and Features

• MapReduce Java Programming in Eclipse

• Checking Hadoop Environment for MapReduce

• MapReduce 2.0

INTRODUCTION TO BIG DATA AND HADOOP

• What is Big Data?

• Types of Data

• Need for Big Data

• Characteristics of Big Data

• Traditional IT Analytics Approach

• Big Data—Use Cases

• Handling Limitations of Big Data

• Introduction to Hadoop

• History and Milestones of Hadoop

HIVE

HBASE

• HBase introduction

• Characteristics of HBase

• HBase Architecture

• Storage Model of HBase

• When to use HBase

• HBase Data Model

• HBase Families

• HBase Components

• Row Distribution between region servers

• Data Storage

• Installation of HBase

• Configuration of HBase

• HBase Shell Commands

PIG

• Introduction to PIG

• Components of Pig

• Pig Data Model

• Pig Modes

• Pig Vs. SQL

• Installing Pig Engine

• Datasets for Pig Development

• Pig Latin

• Filtering and Transforming Data

• Grouping and Sorting

• Combining and Splitting

• Pig Commmands

• Hadoop Data Types

• Input Formats in MapReduce

• Output Formats in MapReduce

• Distributed Cache

• Joins in MapReduce Cartesian

• Why another data warehousing system

• What is HIVE

• Characteristics of Hive

• System Architecture and Components of Hive

• Hive Data Models

• Serialization/De-serialization

• Hive file formats

• Hive Query Language

• HIVE: Installing, running, and programming

• Hive Functions

• Difference between Hive and PIG

Page 3: BIG DATA & HADOOP DEVELOPER TRAINING & … … ·  · 2017-07-06GreyCampus provides Instructor led sessions for Big Data & Hadoop Developer ... BIGDATA & HADOOP DEVELOPER INSTRUCTOR

COURSE AGENDA 3

© www.greycampus.com

HADOOP ADMINISTRATION AND TROUBLESHOOTING

• Commands Used in Hadoop Programming

• Different configurations of Hadoop cluster

• Port Numbers for Individual Hadoop Services

• Performance monitoring

• Performance tuning

• Troubleshooting and Log observation

• Overview of Apache Ambari

• Hadoop Security Using Kerberos

ECOSYSTEM AND ITS COMPONENTS

• Hadoop Ecosystem

• Components Overview

• Overview of Apache Oozie

• Overview of Mahout

• Overview of Apache Cassandra

• Apache Spark

• Importing data into HBase

• Exporting data from Hadoop using Sqoop

• Sqoop Connectors

• Introduction to Flume

• Flume Use Cases

• Configuring and Running Flume Agents

ZOOKEEPER SQOOP AND FLUME

• Introduction to ZooKeeper

• Features of ZooKeeper

• Challenges faced in distributed applications

• Coordination

• ZooKeeper: Goals and Uses

• ZooKeeper: Entities, Data Model, Services

• Client APIs

• Recipes of Zookeeper

• Introduction to Sqoop (Why, what, processing,

under the hood)

• Importing data into Hive

COMMERCIAL DISTRIBUTION OF HADOOP

• Cloudera

• Downloading Cloudera Quickstart VM

• Starting the Cloudera VM

• Exploring the Welcome Page

• Understanding Hue

• Understanding Cloudera Manager

• Hortonworks Data Platform

• MapR Data Platform

• Pivotal HD

• IBM InfoSphere BigInsights

Page 4: BIG DATA & HADOOP DEVELOPER TRAINING & … … ·  · 2017-07-06GreyCampus provides Instructor led sessions for Big Data & Hadoop Developer ... BIGDATA & HADOOP DEVELOPER INSTRUCTOR

© www.greycampus.com

TRAINED OVER 30,000PROFESSIONALS

REACH ACROSS50+ COUNTRIES

EXAM PASS RATE OFOVER 97 %

COURSES ACCREDITED BY LEADING GLOBAL BODIES

ABOUT GREYCAMPUS

GreyCampus is a leading provider of on-demand training that address the unique learning needs of professionals, delivered as online self-learning, live online training or in-person classroom training. Our aim is to provide quality training enabling professionals to achieve their certification and career enhancement goals. We offer training for certifications in areas of Big Data & Hadoop, Project Management, IT Service Management, Quality Management, Python Programming, Agile Training Coaching & Certification and Workplace Tools.

DISCLAIMER

“PMI®”, “PMBOK®”, “PMP®” “CAPM®” and “PMI-ACP®” are registered marks of the Project Management Institute, Inc.

The Swirl logo™ is a trade mark of AXELOS Limited.ITIL® is a registered trade mark of AXELOS Limited.PRINCE2® is a Registered Trade Mark of AXELOS Limited.

IASSC® is a registered mark of International Association for Six Sigma Certification.

ACCREDITATIONS & ASSOCIATIONS

Provider ID : 3871