A/B Testing Guide: A Complete Framework for Model Evaluation

Model Evaluation in the Wild: A Practical Guide to A/B Testing

In the high-stakes world of machine learning deployment, launching a new model is like piloting a spacecraft - every decision matters, and there’s no room for blind leaps of faith. Enter A/B testing, the mission control center of model deployment that transforms uncertainty into calculated progress. Think of A/B testing... [Read More]

Mathematical modeling of Infectious disease spread

Essential concepts related to infectious disease modeling

With the recent pandemic disease caused by covid-19 virus, it is important to develop models that can better monitor how the disease will be propagated with time. We can check the total Covid cases that have occurred across the world from Jan 2020 till present day. This will provide a... [Read More]

Particles and Quantum mechanics

Essential concepts related to particle physics

In this post, fundamental concepts related to subatomic particles and quantum mechanics are presented. The objective of this post is to provide you a clear and precise understanding of topics related to quantum mechanics, quantum fields and taxonomy of particles. But before, delving into more on these topics, take a... [Read More]