Hadoop Testing Training

BY
Intellipaat

Learn the ways to identify, analyze and fix errors in Hadoop via functional and performance testing by taking the Hadoop Testing Training course by Intellipaat.

Mode

Online

Fees

₹ 8721

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based

Course overview

Hadoop is a collection of open-source software that is used to compute data of massive scales. With this course, the student will be able to learn techniques that will help them analyze and detect errors in the framework of Hadoop. The course covers the architecture of Hadoop and its software along with components such as Flume, Hive, Oozie, Pig, and Sqoop. Within this course, the students also get to experience and take part in real-life projects and test cases where they get to implement and utilize the concepts they learn during the course.

The importance and significance of Big Data and Hadoop are increasing exponentially in all industries around the world. The scale at which this software can solve problems and compute data is getting bigger and bigger every day. 

The number of Hadoop developers and architects is much greater than the number of testers. The need for Hadoop testers is increasing every day. With this course, students will get a very good idea about testing in Hadoop and could contribute to the increase in Hadoop testers in the industry.

The highlights

  • Self-paced course
  • 24*7 availability of online video lectures
  • Support available at any time
  • Instructor-led training
  • Guided practice projects
  • Flexible schedule
  • Certification along with job assistance

Program offerings

  • Video lectures
  • Guided projects for practice
  • Instructor-led training

Course and certificate fees

Fees information
₹ 8,721

Fee Category

Amount in USD

Course Fee

₹8,721

certificate availability

Yes

certificate providing authority

Intellipaat

Who it is for

This course will live up to its full potential if its students include:

  • Developers who are looking to specialize in a different skill set in Hadoop
  • Big data developers
  • Coders who have basic knowledge of Hadoop and are interested in learning about testing in Hadoop
  • Testers 
  • Tech support administrators in companies
  • Quality assurance personnel

Eligibility criteria

Certification Qualifying Details

Completing this course prepares the students for the Intellipaat Hadoop Testing Certification. To qualify for this certification, the student needs to complete their project work, get an expert review on it, and score at least 60% in the quiz which will be conducted during the course.

What you will learn

Knowledge of big data

When the student successfully completes this course, they will have the ability to:

  • Detect, analyze, and correct mistakes or errors in the Hadoop framework
  • Understand the significance of Big Data
  • Get a good idea of Hadoop and Big Data testing
  • Perform functional and performance testing
  • Explain and understand various components of Hadoop such as Pig, Hive, Fume, and so on.

The syllabus

Introduction to Hadoop and Its Ecosystem, MapReduce and HDFS

  • Introduction to Hadoop and its constituent ecosystem
  • Understanding MapReduce and HDFS
  • Big Data
  • Factors constituting Big Data
  • Hadoop and Hadoop Ecosystem
  • MapReduce: concepts of Map
  • Reduce
  • Ordering
  • Concurrency
  • Shuffle and reducing
  • Hadoop Distributed File System (HDFS) concepts and its importance
  • Deep dive into MapReduce
  • Execution framework
  • Partitioner
  • Combiner
  • Data types
  • key pairs
  • HDFS deep dive: architecture 
  • Data replication
  • Name node
  • Data node 
  • Dataflow
  • Parallel copying with DISTCP and Hadoop archives
Hands-on exercises
  • Installing Hadoop in pseudo-distributed mode
  • Understanding important configuration files
  • Their properties and Demon Threads
  • Accessing HDFS from Command Line
  • MapReduce: basic exercises
  • Understanding Hadoop ecosystem
  • 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

Introduction to hadoop and its ecosystem, mapreduce and HDFS

Project
  • Importing MySQL data using sqoop and querying it using hive

MapReduce

  • How to develop a MapReduce application
  • Writing unit test
  • The best practices for developing and writing and debugging MapReduce applications

Introduction to Pig and Its Features

  • What is Pig
  • Pig’s features
  • Pig use cases
  • Interacting with Pig 
  • Basic data analysis with Pig 
  • Pig Latin Syntax
  • Loading data
  • Simple data types
  • Field definitions
  • Data output
  • Viewing the schema
  • Filtering and sorting data and 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
  • Relational data analysis with Hive
  • Hive databases and tables
  • Basic HiveQL Syntax
  • Data types
  • Joining data sets and common built-in functions
Hands-on exercise
  • Running hive queries on the shell, scripts and hue

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 and release testing

Roles and Responsibilities of Hadoop Testing

  • Understanding the requiremen
  • 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 and 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 and validating new feature and issues in core Hadoop

Framework Called MRUnit for Testing of MapReduce 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 and responsible for creating a testing framework called MRUnit for testing of MapReduce programs

Unit Testing

  • Automation testing using the oozie and data validation using the query surge tool

Test Execution of Hadoop: Customized

  • Test plan for HDFS upgrade and test automation and result

Test Plan Strategy Test Cases of Hadoop Testing

  • How to test install and configure

Admission details

In order to take the Hadoop Testing Training course by Intellipaat, the interested person will have to follow the steps given:

Step 1: The interested candidate can visit the homepage of the course.

Step 2: After looking at all the information given, the candidate shall go down to the fees section where they can press the “Enroll” button under the Self-Paced Training option. The course will then be added to their cart.

Step 3: After clicking on the “Checkout” button, they will be led to a page with the order summary. After checking all the fee details, the user needs to log in. They can do so using their existing login details or by using their Facebook and Google accounts. If they do not have an account, they can sign up to do so.

Step 4: The candidate will now be led to the section on billing details. After this, they will be given the option to choose their preferred payment modes.

Step 5: After the student has completed the payment, they can access the course and are now a student of this course.

Evaluation process

In order to receive certification for this course, the students need to score at least 60% in the Intellipaat Hadoop Testing Certification and complete their project work and get it reviewed by an expert.

How it helps

Hadoop is an emerging concept that is favoured by most companies because of its ability to deal with complex and big data tests with a high level of accuracy and speed. It helps these industries immensely and also helps in reducing production costs. Because of its popularity, many developers and architects have turned to Hadoop and specialized in it. But the industry is still lacking the number of Hadoop testers who are instrumental in detecting and fixing bugs in the Hadoop framework.

With this course in Hadoop testing, the candidates will gain the abilities of a Hadoop tester and use their knowledge skillfully. The students will also help in an increase of Hadoop testers in the market. Due to the smaller number of Hadoop testers in the industry, anyone with this skill set will now be very highly appreciated. This means they might have a better salary and more job security due to less competition. A tester is very important in a Hadoop team in the company. The tester’s ability to detect errors and relay them to the development team is a very important step and it makes sure that the end product is at its best.

The Hadoop industry has a lot of potential in the future, with many excellent projections detected. So, this is your chance to gain a skill set that will make you highly valued in your workplace and present you with job offers that are very impressive.

FAQs

Why should I take up a Hadoop course on Intellipaat?

Intellipaat is surely the best platform for a course of this caliber. Not only does the student get an excellent experience while following the course, but they also get various features to go with it. You will get lifetime access to the materials provided within the course. You also get access to the Intellipaat Proprietary Virtual Machine for no extra cost along with free access to the cloud for 6 months. You can also get an IBM certification from this course.

What are the different teaching modes used in this course?

The student has the option to opt for either instructor-led sessions or self-paced courses. You also get 24*7 support if you need to clear any doubts you may have. 

Can I contact the support team after I have finished the course?

The students are welcome to have their doubts cleared, even after completion of the course. If you have any doubts, you can raise a ticket and you will get support instantly. If your doubt is still not resolved, you can also get a 1 on 1 discussion with an instructor. There are no restrictions on how many tickets you can raise to clear doubts.

Do we get to practice on real-life projects in the course?

There are many projects to choose from if you want to practice one to hone your skills. The projects come from various domains such as e-commerce, marketing, networking, insurance, banking, sales, and so on.

Will we get any placement assistance after we finish the course?

You will actively be provided with job placement assistance after completion of the course by Intellipaat. The platform has tie-ups with multiple MNCs around the world. These links with these companies increase your chances of placements and Intellipaat will assist you throughout your journey.

Can we switch between different teaching modes?

You can very easily switch from instructor-led training to self-paced training or vice-versa by paying an extra amount if necessary.

Is the certificate issued by Intellipaat recognized in the industry?

Intellipaat is linked with multiple high profile MNCs. Because of this, the certificate is highly and widely recognized in the industry.

Does completing this course guarantee me a job?

This is a question whose answer rests completely on your performance. This course aims to give you the skills which could get you placed with the best jobs. But getting the job is up to your performance in the interviews and the decision of the recruiters.

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