Most Data Scientists and Machine Learning engineers are well-acquainted with MLOps and utilize the framework for Machine Learning (ML) Software production and deployment. But does the term SafetyOps sound familiar? Let me unfold this magic word. SafetyOps envelops not only MLOps but along with it DevOps, TestOps, DataOps, and Safety…

Introduction Dummy variables are widely used in Data Science and Machine Learning due to the qualitative nature of dependent and independent variables. Qualitative includes categorical variables which mean variables can be classified into different categories. In this write-up, I will discuss in detail all concepts of dummy variables. Topic Map 1. Dummy Variables…

What is a Digital Twin? — A Digital Twin is a virtual replica of an object, a product or a system, a service, process, or even a person which is connected or paired with its physical counterpart and uses real-time data and their updates for simulation, applying machine learning algorithms and reasoning to predict problems before…

All Data Scientists, ML Engineers, Developers, etc. are pretty familiar with MLOps and its Framework. The online platform has a plethora of articles and tutorials on this framework to read and understand. The buzzword is in the heart of every AI expert, researcher, and practitioner. But whether the below-mentioned concepts…

The proverb “ A picture is worth a thousand words” is always put to test when we make an attempt to address and communicate technical complexities through visuals. These visuals always tend to increase understanding and perception of the challenges and reward us with insights not even thought of before…

Light Pollution is a known phenomenon that is seeking significant attention globally due to its alarming rate of harming all living species including humans. It can prove hazardous if not monitored and controlled effectively. Only one good sign is that it can be reversed unlike many other forms of pollution…

Real-life is a book that has probability in all its chapters. What is probability? Probability is a measure of uncertainty. Real-world involves taking decisions at every step, but many times decisions have to be based on incomplete information wherein probability comes as a savior. …

Artificial Intelligence (AI) is seen as a wave of transformation by many in the technological world. But this certainly gives birth to its own set of challenges and issues. And in fact, this leads us to ask questions like – Will AI drive us around in the future? Or Will…

Before we start with the Skewness and Kurtosis, let me explain in brief about Moments since we will need moments for in and out understanding of Skewness and Kurtosis. Defining Moments In Statistics, moments are defined as measures that explain certain characteristics of the distribution. Generally, in any frequency distribution…