Offer Price: 10% off on all courses. Apply Now!

What is Bigdata and Hadoop ?

Big data is a collection of the large volumes of data that can’t be processed using the traditional Database management systems. This huge amount of data is coming from various sources like smartphones, twitters, facebook and other sources. According to various survey’s 90% of the world’s data is generated in the last two years. To address these issues, google labs came up with an algorithm to split their large amount of data into smaller chunks and map them to many computers and when calculations were done, bring back the results to consolidate. This software framework for storing and processing big data is known as Hadoop. Hadoop framework has many components such as HDFS, MapReduce, HBase, Hive, Pig,sqoop, zookeeper to analyze structured and unstructured data using commodity hardware. This is an industry recognized training course that is a combination of the training courses in Hadoop developer, Hadoop administrator, Hadoop testing, and big data analytics. This Cloudera Hadoop training will prepare you to clear big data certification.

Big Data Analytics using Hadoop

Hadoop provides platform to store large volumes of data on distributed file system which is reliable, flexible, economical and scalable solution. There are multiple solutions available to analyse this huge data like Mapredue, Hive and Pig to uncover correlations and patterns that provides insights on making better business decisions. Big data and Hadoop classroom training covers all aspects of Data Analyst training as detailed out in Cloudera Certification Training.

Pre-requisites for Big Data Hadoop Certification Course:

  • There are no pre-requisites to learn Big Data Hadoop Training Course. Basic knowledge of Core Java SQL will be beneficial, but certainly not mandatory.

  • As part of Big Data and Hadoop Certification course, “learn2Succeed” Services can provide a complementary self-paced course on core java.

Audience for Hadoop Certification Training:

  • Software developers/Engineers
  • Project leads, Architects and Project Managers
  • Analysts, Data analysts, Java Architects, DBA, and Database related professionals
  • Graduates and Professionals aspiring for making a career in Big data and Hadoop

“Learn 2 Succeed” Big Data Hadoop Certification Course has helped thousands of Big Data Hadoop professionals around the globe to bag top jobs in the industry. Our Big Data Hadoop Training Course includes lifetime access, 24X7 support and class recordings.

Course Overview

In this Big Data Hadoop Certification Course, trainees will gain a practical skill set on Hadoop in detail, including its fundamental and latest modules, like HDFS, Map Reduce, Hive, HBase, Sqoop, Flume, Oozie, Zoopkeeper, Spark and Storm. At end of the program, aspirants are awarded with Big Data & Hadoop Certification. You will also work on a project as part of your training which would prepare to take up assignments on Big data

BIG DATA , HADOOP DEVELOPER

Introduction to Big Data Hadoop Developer

  • What is Big Data?
  • The Rise of Bytes
  • Data Explosion and its Sources
  • Types of Data – Structured, Semi-structured, Unstructured data
  • Why did Big Data suddenly become so prominent

Getting Started with Hadoop Setup

  • Deployment Modes – Standalone, Pseudo-Distributed Single node, Multinode
  • Demo Pseudo-Distributed Virtual Machine Setup on Windows
  • Virtual Box - Introduction
  • Open a VM in Virtual Box
  • Hadoop Configuration overview

Hadoop Architecture and HDFS

  • Introduction to Hadoop Distributed File System
  • Regular File System v/s HDFS
  • HDFS Architecture
  • Components of HDFS - NameNode, DataNode, Secondary NameNode
  • HDFS Features - Fault Tolerance, Horizontal Scaling

MapReduce Framework

  • What is MapReduce and Why it is popular
  • MapReduce Framework– Introduction, Driver, Mapper, Reducer, Combiner, Split, Shuffle & Sort
  • Example: Word Count the Hello World of MapReduce
  • Use cases of MapReduce
  • MapReduce Logical Data Flow – with multiple/single reduce task

MapReduce Advanced

  • Map Reduce Architecture
  • Responsibility of JobTracker, TaskTracker in classic MapReduce v1
  • Anatomy of MapReduce Jobs Execution in classic MRv1(JT, TT)
  • Hadoop 2.0, YARN, MRv2
  • Hadoop 1.0 Limitations

Data Warehousing – Pig

  • Pig Data Flow Language – MapReduce using Scripting
  • Challenges Of MapReduce Development Using Java
  • Need for High Level Languages - Pig
  • PIG vs MapReduce
  • What is/n’t PIG, PigLatin, Grunt Shell

Data Warehousing - Hive and HiveQL

  • Limitations of MapReduce
  • Need for High Level Languages
  • Analytical OLAP - Datawarehousing with Apache Hive and Apache Pig
  • HiveQL- SQL like interface for MapReduce
  • What is Hive, Background, Hive QL

NoSQL Databases – Hbase

  • NoSQL Introduction
  • RDBMS (SQL) v/s HBase (NoSQL)
  • RDBMS – Benefits, ACID, Demarits
  • CAP Theorem and Eventual consistency
  • Row Oriented v/s Column Oriented Storage

Import/Export Data - Sqoop, Flume

  • Setup MySQL RDBMS
  • Sqoop - Import/Export Structured Data to/from HDFS from/to RDBMS
  • Introduction to Sqoop
  • Installing Sqoop, Configuration
  • Why Sqoop

Workflows using Oozie

  • MapReduce Workflows
  • Workflows Introduction
  • Oozie - Simple/Complex MapReduce Workflow
  • Introduction to Oozie
  • Oozie Workflows

Administering Hadoop

  • Oracle VirtualBox to Open a VM
  • Open a VM using Oracle
  • Hadoop Cluster Configuration overview
  • Configuration parameters and values
  • HDFS parameters

Apache Spark

  • Spark Concepts, Installation and Architecture
  • Spark Modes
  • Spark web UI
  • Spark shell
  • RDD Operations / transformations

For more detailed curriculum Download the PDF Document

Download Curriculum

FAQ

1. Who are the instructors?
We believe in quality & follow a rigorous process in selecting our trainers. All our trainers are industry experts/ professionals with an experience in delivering trainings.
2. Whom do I contact, if I have further clarifications?

You can call us on:
080 - 4095 1303 or

Email at: info@l2straining.com

3. What if I miss the class?
You are eligible to attend the missed sessions in the next batch.
4. Do I get certification?
After the completion of the training, you will be awarded the course completion certificate from “Learn 2 Succeed”.