Have you wondered around what would it be like to have your machine learning (ML) models come under security attack? In other words,…
Are you starting to create machine learning models (using python programming) using JupyterLab or Jupyter Notebook? This post list down some commands which…
Have you come across the problem of handling missing data/values for respective features in machine learning (ML) models during prediction time? This is different from…
Do you know that organizations have started paying attention to whether AI/machine learning (ML) models are doing unbiased, safe and…
Is your organization using AI/machine learning for many of its products or planning to use AI models extensively for upcoming…
This post represents my thoughts on why you should take the Google Machine Learning (ML) Crash Course. Most importantly, this course would…
In this post, you will learn about tips and techniques which could be used for selecting or choosing the right…
In this post, you will learn about different aspects of creating a machine learning system with high reliability. It should…
In this post, you will learn about how to configure Nexus Repository OSS on Windows as a Docker Private Registry. The goal of doing this can…
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…