Given that the machine learning models are also a kind of conventional software application, the quality assurance principles applied to…
This post intends to propose a technique termed as Dual Coding for testing or performing quality control checks on machine…
Data science/Machine learning career has primarily been associated with building models which could do numerical or class-related predictions. This is…
In this post, you will learn about the definition of quality of AI / machine learning (ML) models. Getting a good understanding of what is…
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…
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…
In this post, you will learn about different types of test cases which you could come up for testing features of the data…
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…
In this post, I intend to present a perspective on the need for QA / testing team to test the…
This is the first post in the series of posts related to Quality Assurance & Testing Practices and Data Science /…
This video represents a comparison/difference between Blockchain and a traditional database form. Some of the following aspects of Blockchain is…
Here is a good white paper/research report published by European Banking Authority (EBA) detailing out the opportunities and risks associated…
In this post, you will learn about MongoDB commands which could get you started and perform minimum database related activities such as…
This post represents best practices in relation to storing documents or files in the Blockchain. The need to determine best practices arises from…
In this post, you will learn about what is proof of work in a Bitcoin Blockchain. Simply speaking, the proof of work in computing…
In this post, you will learn about similarity and differences between linked list and Blockchain. The most trivial way to…