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Data Science

August 29, 2018 0 Why is QA needed for Machine Learning Models?

Given that the machine learning models are also a kind of conventional software application, the quality assurance principles applied to…

Data Science

Automation of Dual Coding Testing of ML Models

August 25, 2018 0 Testing Machine Learning Models on Dual Coding Principles

This post intends to propose a technique termed as Dual Coding for testing or performing quality control checks on machine…

Data Science

August 24, 2018 1 QA – Blackbox Testing for Machine Learning Models

Data science/Machine learning career has primarily been associated with building models which could do numerical or class-related predictions. This is…

Data Science

August 21, 2018 0 Assessing Quality of AI Models from QA Standpoint

In this post, you will learn about the definition of quality of AI / machine learning (ML) models. Getting a good understanding of what is…

Data Science

Metamorphic Relations for Machine Learning Models QA

August 19, 2018 0 QA – Metamorphic Testing for Machine Learning Models

In this post, you will learn about how metamorphic testing could be used for performing quality control checks/testing on machine learning models. The post is…

Data Science

non-testability-of-machine-learning-systems

August 17, 2018 0 QA – Why Machine Learning Systems are Non-testable

This post represents views on why machine learning systems or models are termed as non-testable from quality control/quality assurance perspectives. Before I proceed ahead, let…

Data Science

August 12, 2018 0 QA – Testing Features of Machine Learning Models

In this post, you will learn about different types of test cases which you could come up for testing features of the data…

Data Science

QA and Machine learning Projects with PDCA Cycle

August 8, 2018 0 QA of Machine Learning Models with PDCA Cycle

The primary goal of establishing and implementing Quality Assurance (QA) practices for machine learning/data science projects or, projects using machine learning models is to…

Data Science

August 2, 2018 0 QA & Data Science – How to Test Features Relevance

In this post, I intend to present a perspective on the need for QA / testing team to test the…

Data Science

QA Framework for testing Machine Learning Models

August 1, 2018 0 Quality Assurance / Testing the Machine Learning Model

This is the first post in the series of posts related to Quality Assurance & Testing Practices and Data Science /…

Career Planning

April 3, 2018 0 Selenium Interview Questions and Answers – Set 1

In this post, you will take the objective test (interview questions and answers) to check your knowledge of Selenium. This…

DevOps

January 21, 2016 0 Top 7 Reasons to use Dockers for Testing Your Application

This article represents some of the key reasons on why one should consider using dockers for testing their applications. Some of the points in…

Javascript

July 25, 2014 0 AngularJS Hello World Unit Testing Code Example

The article intends to provide take away code to get started with unit testing while working with AngularJS. The underlying…

Testing

July 24, 2014 0 Quick Reference to Jasmine – Javascript Unit Testing Framework

The article represents the fundamentals concepts and code samples around Jasmine, a popular Javascript unit testing framework.TO get started, download…

Javascript

June 18, 2014 0 Javascript Unit Testing using Jasmine – Code Examples

The article lists down some of the unit tests samples for testing Javascript code. The unit tests in this article…

Maintainability

February 9, 2014 0 How to Increase Unit Test Coverage of Legacy Code?

The article represents a time-tested approach on how to increase unit test coverage with legacy code. I shall try and…

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