Data Analytics Testing

  • Data Analytics testing ensures validation of all structured and unstructured data with focus on achieving superior data quality to enable meaningful analytics
  • The key objective of analytics testing is to optimize and enhance user experience
  • Testing data accuracy, performance and security is complicated and needs a comprehensive approach to ensure the success
  • PTL ensures that the analytics testing is adequately automated and scalable to meet future business needs and reduces total cost of quality

PTL Expertise

Prediction Analysis

Meaningful data patterns are identified out of the gathered data sets and based on that the accurate forecasting of the behavior can be predicated. This method is used to carry out predictive analysis of a certain parameters or phenomenon.

Time Series Analysis

This is a scientific method of gathering data along with the timestamp associated with it and which generally get stored in the data base in real time. This provides an in-sight into the changes in the parameters with respect to time and by analyzing the same, the appropriate decisions can be made. Time series analysis is a test method focused on what you can learn from historical data trends.

Variance Analysis

To check if the two or more data sets are significantly different from each other, a statistical technique called as Variance Analysis is used. The data under processing is verified by using this test method.

Benefits

Business Decisions

based on data

Operational Efficiency

Enhancing operational efficiency based on data

Energy Optimization
Smart System

Inducing smartness in the system by utilizing data centric techniques

Enhancing User Experience
Reducing Cost

of maintenance & customer support

Testing Approach @ PTL

Testing Tools

Hadoop
HDFS (Hadoop Distributed File System)
Hive
HBase

Testing Methods

Manual Testing
Automated Testing using Python
Hybrid Testing
Simulation Testing
Our technical experts and domain specialists will be happy to address your needs
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