Big Data Testing Training Course

This course is designed to introduce about complete testing of big data software life cycle. In this course you will learn different type of testing technic and method.


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Big Data Testing Training Course Curriculum

Module 1

Fundamentals of Software Testing

✅ About Software Testing

✅ Objective of Software Testing

✅ Role of Software Testing

✅ Benefits from Software Testing

✅ Definition of Testing

✅ Types of Testing

STLC and Test Process

✅ Test Process

✅ Test Team

✅ STLC

✅ Test Plan

✅ Test Cases

✅ Test Execution

✅ Bug Reporting

✅ Test deliverables

✅ Test Exit Criteria

 

Module 2

Software Test Levels

✅ Unit Testing

✅ Integration Testing

✅ Interface Testing

✅ System Testing

✅ Performance Testing

✅ Acceptance Testing

1. Alpha Testing

2. Beta Testing

✅ Regression Testing

Test Case Design Techniques


✅ White Box Testing

✅ Statement Coverage

✅ Edge/Branch Coverage

✅ Condition Coverage

✅ Path Coverage

✅ Cyclomatic Complexity

Module 3

Black Box Testing

✅ Boundary Value Analysis

✅ Equivalent Partition

✅ Input/output domain Testing

✅ Comparison Testing

✅ Decision Table

✅ State Transition Diagram

✅ Orthogonal Array

✅ Flow Chart


✅ Use cases

 

 

 

 

 

 

 

Module 4

Big Data Testing Overview

✅ Introduction to Big Data Testing

✅ Big data Testing Vs. Traditional database Testing

✅ Hadoop Ecosystem

✅ Area of testing in Big Data

✅ Test Strategy in Big Data testing

 

Module 5

Testing in Hive

✅ Introduction of Hive

✅ Understanding the Data Flow in Hive

✅ Data Validation in Hive

 

 

 

Module 6

Overview on MapReduce Testing

✅ Map Reduce Introduction

✅ Validating and testing the MAP Reduce job

✅ Steps to Test MR Job


✅ Running MR Job

 

Module 7

Testing Pig Output

✅ Introduction Pig

✅ High Level Architecture

✅ Test Area for Pig Testing

 

 

 

 

Module 8

Sqoop Testing

✅ Sqoop testing

✅ Importing and exporting data from Sqoop to HDFS

✅ FLUME with its use case for testing

✅ Introduction ZOOKEEPER

✅ Introduction Oozie with its use cases.

 

Module 9

MR Unit Testing

✅ Introduction to MR unit testing

✅ Introduction of advance concept of Hadoop Testing MR UNIT

✅ Shell Hadoop Automation testing

✅ Sample shell scripts for file testing in Hadoop

✅ Python Scripts for file testing in Hadoop

Module 10

Automation Testing With Query Surge

✅ Hadoop automation testing with query surge

 

Module 11

Hadoop Automation Testing

✅ Hadoop automation with Testing whiz

 

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