Hadoop Testing Training

Hadoop Testing Training

  • About Big Data Testing Course

This Hadoop Testing Training will provide you with the right skills to detect, analyze and rectify errors in Hadoop framework. You will be trained in the Hadoop software, architecture, MapReduce, HDFS, and various components like Pig, Hive, Sqoop, Flume and Oozie. You will be fully equipped in various test case scenarios, Proof of Concepts implementation and real world scenarios.

  • What you will learn in this Hadoop Testing Training?

  1. A clear understanding of the Hadoop and Hadoop ecosystems
  2. HDFS architecture, flow of data, data replication, Namenode and Datanode
  3. Master MapReduce concepts , Mapper and Reducer functions, Concurrency, Shuffle and Ordering
  4. Unit Testing of Hadoop Mapper on a Mapreduce application
  5. Deploy Pig for big data analysis and Hive for relational data analysis and test the application
  6. Deep understanding of Hadoop Testing and the Workflow process
  7. Design, formulate and implement Hadoop test scenarios, test cases and test scripts
  8. Using big data testing toolsfor detecting bugs and rectifying it
  9. Learn MRUnit framework for testing MapReduce jobs without Hadoop clusters
  10. Get trained for the Cloudera Hadoop Certification

  • Who should take this Hadoop Testing Course?

  • Big Data and Hadoop Developers
  • Quality Assurance, tester, tech support and system administrators
  • What are the prerequisites for learning Hadoop Testing?

No prerequisite is required to learn Hadoop testing.

  • Why should you take Hadoop Testing Course?

  • Global Hadoop Market to Reach $84.6 Billion by 2021 – Allied Market Research
  • Shortage of 1.4 -1.9 million Big Data Hadoop Analystsin US alone by 2018– Mckinsey
  • Hadoop Testing Professionals in the US can get a salary of $132,000 – indeed.com

Hadoop is being deployed across the board in enterprises around the world. With each passing day the scale and complexities of the task that Hadoop Big Datais expected to achieve is getting bigger. With more and more Hadoop developers and Hadoop architects deployed on Hadoop projects there is an equal and urgent necessity of Hadoop testers. This Big Data testingtraining will ensure that you gain the right skills which will open up opportunities in the Big Data testingdomain as a Hadoop Tester.

  • Project Work:

Project #1 

    – Working with MapReduce, Hive, Sqoop

Problem Statement –

     Use Sqoop to import MySQL data. Use Hive to query it and run word count on the MapReduce job.

Project #2 – 

    Hadoop Testing using MapReduce

Problem Statement 

    – This involves implementing of MRUnit to test MapReduce codes in isolation without the need to use Hadoop clusters.

Hadoop Job Market is Hotting Up – Check the Facts Yourself!

Key features

  • 24 hours of instructor-led training
  • 5 simulation exams (250 questions each)
  • 8 domain-specific test papers (10 questions each)
  • 30 CPEs offered
  • 98.6% pass rate

Hadoop Testing Training                                                       Duration :- 3 Days

Module 1 – Introduction to Hadoop and its Ecosystem, Map Reduce and HDFS

  • Big Data, Factors constituting Big Data
  • Hadoop and Hadoop Ecosystem
  • Map Reduce -Concepts of Map, Reduce, Ordering, Concurrency, Shuffle, Reducing, Concurrency
  • Hadoop Distributed File System (HDFS) Concepts and its Importance
  • Deep Dive in Map Reduce – Execution Framework, Partitioner, Combiner, Data Types, Key pairs
  • HDFS Deep Dive – Architecture, Data Replication, Name Node, Data Node, Data Flow
  • Parallel Copying with DISTCP, Hadoop Archives

Module 2 – Hands on Exercises

  • Installing Hadoop in Pseudo Distributed Mode, Understanding Important configuration files, their Properties and Demon Threads
  • Accessing HDFS from Command Line
  • Map Reduce – Basic Exercises
  • Understanding Hadoop Eco-system
  • Introduction to Sqoop, use cases and Installation
  • Introduction to Hive, use cases and Installation
  • Introduction to Pig, use cases and Installation
  • Introduction to Oozie, use cases and Installation
  • Introduction to Flume, use cases and Installation
  • Introduction to Yarn

Mini Project – Importing Mysql Data using Sqoop and Querying it using Hive

Module 3 – Map Reduce             

  • How to develop Map Reduce Application, writing unit test
  • Best Practices for developing and writing, Debugging Map Reduce applications

Module 4 – Pig   

1.Introduction to Pig

  • What Is Pig?
  • Pig’s Features
  • Pig Use Cases
  • Interacting with Pig
  1. Basic Data Analysis with Pig
  • Pig Latin Syntax
  • Loading Data
  • Simple Data Types
  • Field Definitions
  • Data Output
  • Viewing the Schema
  • Filtering and Sorting Data
  • Commonly-Used Functions
  • Hands-On Exercise: Using Pig for ETL Processing

Module 5 – Hive

  1. Introduction to Hive
  • What Is Hive?
  • Hive Schema and Data Storage
  • Comparing Hive to Traditional Databases
  • Hive vs. Pig
  • Hive Use Cases
  • Interacting with Hive
  1. Relational Data Analysis with Hive
  • Hive Databases and Tables
  • Basic HiveQL Syntax
  • Data Types
  • Joining Data Sets
  • Common Built-in Functions
  • Hands-On Exercise: Running Hive Queries on the Shell, Scripts, and Hue

Module 6 – Hadoop Stack Integration Testing

  • Why Hadoop testing is important
  • Unit testing
  • Integration testing
  • Performance testing
  • Diagnostics
  • Nightly QA test
  • Benchmark and end to end tests
  • Functional testing
  • Release certification testing
  • Security testing
  • Scalability Testing
  • Commissioning and Decommissioning of Data Nodes Testing
  • Reliability testing
  • Release testing

Module 7 – Roles and Responsibilities of Hadoop Testing

  • Understanding the Requirement, preparation of the Testing Estimation, Test Cases, Test Data, Test bed creation, Test Execution, Defect Reporting, Defect Retest, Daily Status report delivery, Test completion.
  • ETL testing at every stage (HDFS, HIVE, HBASE) while loading the input (logs/files/records etc) using sqoop/flume which includes but not limited to data verification, Reconciliation.
  • User Authorization and Authentication testing (Groups, Users, Privileges etc)
  • Report defects to the development team or manager and driving them to closure.
  • Consolidate all the defects and create defect reports.
  • Validating new feature and issues in Core Hadoop.

Module 8 – Framework called MR Unit for Testing of Map-Reduce Programs

  • Report defects to the development team or manager and driving them to closure.
  • Consolidate all the defects and create defect reports.
  • Validating new feature and issues in Core Hadoop
  • Responsible for creating a testing Framework called MR Unit for testing of Map-Reduce programs.

Module 9 – Unit Testing

  • Automation testing using the OOZIE.
  • Data validation using the query surge tool.

Module 10 – Test Execution of Hadoop _customized

  • Test plan for HDFS upgrade
  • Test automation and result

Module 11 – Test Plan Strategy Test Cases of Hadoop Testing

  • How to test install and configure

Project Work

1. Project

  • Working with Map Reduce, Hive, Sqoop

Problem Statement –

It describes that how to import mysql data using sqoop and querying it using hive and also describes that how to run the word count mapreduce job.

2. Project –

  • Hadoop Testing using MR

Problem Statement

– It describes that how to test map reduce codes with MR unit.

You can enroll for this classroom training online. Payments can be made using any of the following options and receipt of the same will be issued to the candidate automatically via email.

1. Online ,By deposit the mildain bank account

2. Pay by cash team training center location

Highly qualified and certified instructors with 20+ years of experience deliver more than 200+ classroom training.
Venue is finalized few weeks before the training and you will be informed via email. You can get in touch with our 24/7 support team for more details. Contact us Mob no:- 8447121833, Mail id: [email protected] . If you are looking for an instant support, you can chat with us too.
We provide transportation or refreshments along with the training.
Contact us using the form on the right of any page on the mildain website, or select the Live Chat link. Our customer service representatives will be able to give you more details.

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