Whether your organization needs a chief artificial intelligence (AI) officer is a topic where there have been differences of opinions. However, the…
Detecting bias in machine learning model has become of great importance in recent times. Bias in the machine learning model is about…
In the artificial intelligence (AI) / machine learning (ML) powered world where predictive models have started getting used more often…
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, we will try and understand the concepts behind evaluation metrics such as sensitivity and specificity which is used to…
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…