Description:
In this course, you will learn all about Big Data testing and its importance in today's technology-driven world. Explore
various testing techniques and strategies to ensure data accuracy, reliability, and quality within Big Data systems.
Discover how to validate large volumes of data, perform performance testing, and assess the scalability of your Big Data
solutions. Gain hands-on experience with popular Big Data testing tools and frameworks to tackle real-world testing challenges.
Join this course and enhance your testing skills in the Big Data domain!
Key Highlights:
- Learn the fundamentals of Big Data testing
- Become proficient in testing large volumes of data
- Master performance testing for Big Data systems
- Explore scalability testing techniques
- Gain hands-on experience with Big Data testing tools
What you will learn:
- Learning Outcome 1
Understand the basics of Big Data testing and its significance in the industry.
- Learning Outcome 2
Gain insights into various testing techniques for validating large volumes of data in Big Data systems.
- Learning Outcome 3
Learn performance testing strategies to ensure the efficient operation of Big Data solutions.
- Learning Outcome 4
Explore scalability testing methods to assess the scalability aspect of Big Data systems.
- Learning Outcome 5
Get hands-on experience with popular Big Data testing tools and frameworks.
Introduction to Big Data Testing
Overview of Big Data Testing |
Challenges in testing Big Data |
Importance of Big Data Testing |
Testing Tools and Techniques for Big Data
Testing frameworks for Big Data |
Data validation techniques |
Pre Staging |
Test data generation techniques |
Performance testing for Big Data |
Security testing for Big Data |
Functional testing for Big Data |
Big Data Testing Strategies
Testing data ingestion |
Testing data processing |
Testing data storage |
Testing data retrieval |
End-to-end testing of Big Data pipelines |
Big Data Quality Assurance
Data quality challenges in Big Data |
Data profiling and cleansing |
Data integrity and consistency |
Data privacy and compliance |
Testing in Hadoop Ecosystem
Testing HDFS (Hadoop Distributed File System) |
Testing MapReduce jobs |
Testing Hive queries |
Testing Pig scripts |
Testing Spark applications |
Performance and Scalability Testing for Big Data
Performance testing methodologies |
Benchmarking Big Data applications |
Testing Hive queries |
Scalability testing techniques |
Capacity planning for Big DataTesting Spark applications |
After successful purchase, this item would be added to your Library.
You can access the library in the following ways :
- From Computer, you can access your library after successful login
- For other devices, you can access your library using this web app through browser of your device.
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