According to the New York Times, 90% of the energy used by data centers is wasted, this is because most of the data collected by companies is never analyzed or used in any form whatsoever, this is more specifically called Dark Data. Dark data is data which is acquired through…

“Any device which takes an input and produces an (exact) output is a machine” — this has been the rough definition of any machine for a long time, but machine learning solutions have put it into question inside the industry when it comes to implementation. …

A summary of a revolutionary paper “Attention is All You Need” and Implementing the Transformer using PyTorch — I have been a Machine Learning Engineer for almost 4 years now, I started with what is now called the “Classical Models”, Logistic, Tree-based, Baysian, etc, and since last year has moved into Neural Networks and Deep Learning. I would say I did pretty well, that was until my attention…

How to present machine learning model performance as actionable insights to Business. — Machine Learning and Deep Learning have been some of the most revolutionary technologies of our generation and have the potential to radically redefine our way of life. …

What is a Machine Learning Engineer and how do you become one? — “The rise of powerful AI will be either the best or the worst thing ever to happen to humanity. We do not yet know which.” — Stephen Hawking As long as I have been an MLE people have always asked me what it means, in one form or another, everyone…

“Open the pod bay door HAL” — Dave “I am sorry Dave. I am afraid I can’t do that” — HAL With the hype that ChatGPT has generated, one could be forgiven to fear an AI apocalypse on the horizon. But let us keep aside that discussion for movies and…

Simple ideas to solve complex problems. — “I like these calm little moments before the storm. It reminds me of Beethoven.” — Gary Oldman in Léon: The Professional. This is how I feel every time one of the data science teams comes up with another brilliant idea to solve a problem with ML, cause it means long…

How to deploy your model using AWS lambda and REST API for the world to use. — Before we begin, I would strongly suggest you read part-1 if you have not yet done so. In this guide, we will go through how to deploy your model such that front-end developers can use it in their applications using a REST API without having to worry too much about…

How I stopped worrying and started separating my work from my home during work from home. I know what you are thinking, “another work from home guide” but bear with me for just a minute, I promise this will differ. …