Attend a Demo Session | Meet the Expert Who Can Kickstart Your Career in Hadoop Testing
Course Duration | 30 hrs | ||
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Live Projects | 2 | ||
Next Batch | 20 February, 2021 |
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
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
How to develop Map Reduce Application, writing a unit test
Best Practices for developing and writing, Debugging Map-Reduce applications
1. Introduction to Pig
What Is Pig?
Pig’s Features
Pig Use Cases
Interacting with Pig
2. 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
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
2. 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
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
Understanding the Requirement, preparation of the Testing Estimation, Test Cases, Test Data, Testbed 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.
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.
Automation testing using the OOZIE.
Data validation using the query surge tool.
Testplan for HDFS upgrade
Test automation and result
How to test install and configure
By the end of the Hadoop testing training, you will be able to:
Gain knowledge of HDFS architecture, flow of data, data replication, name and data nodes
Learn about MapReduce, the Map and Reduce functions, Concurrency, Shuffle, and Ordering
Perform unit tests on a MapReduce application
Deploy Pig for data analysis and Hive for relational data analysis
Understand Hadoop testing and the workflow process
Design, formulate, and implement test scenarios, test cases, and scripts
There is a huge requirement of skilled Hadoop testing and development profiles around the globe.
Top multinational companies are hiring certified Hadoop testing professionals worldwide
The average salary of a certified Hadoop testing professional is around $93,785 USD per annum.
Big Data developers
Hadoop developers
Quality assurance managers
Testers
Tech Support engineers
Aspirants who are willing to build their career in the administrative field.
There are no prerequisites for learning Hadoop testing course. The following job roles will get benefited by taking up this course:
System Administrators
Software developers
The tutor will take care of handling the projects. We will provide two real-time projects with a highly-skilled guide who can assist you throughout the project.
Have More Questions
Contact usHave questions? We’ve got the answers. Get the details on how you can grow in this course.
Our trainers are well experienced professionals and certified in working with front-end development technologies.
We will record all the Live sessions you go through, and we will send the recording of the class you missed.
For practical execution, our trainer will provide server access to the student.
All our training classes are live. This is to solve all the student queries directly with the trainer.
Live online training means, our trainer will be in online with you to solve your issues.
Pre-recorded training means, there will be no trainer available to solve your issues.
You can contact our Tekslate support team, or you can send an email to info@tekslate.com for your queries.
Yes, you can access the course material after completing course by the recorded training videos we shared with you during training.
To avail all discounts offered by Tekslate, you need to visit the website regularly. However, there will be a group discount for 2 or more participants.
Yes, you will get your refund by cancelling some administration fee from the course. But, you should cancel your enrolment within 48 hours of registration, and then the refund will be retained within 30 days of a request.
Have More Questions. Reach our Support Team
Contact usSee if this course is a fit for you by joining us for an online info session. You’ll meet our team, get an overview of the curriculum and course objectives, and learn about the benefits of being a student at Tekslate
Attend a Demo Session | Meet the Expert Who Can Kickstart Your Career in Hadoop Testing
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