Why Are Companies Moving to the Cloud?
When I started learning cloud computing, I had a simple question: If companies already have servers, why are they spending so much money moving to
Hybrid Cloud and Multicloud: Why One Cloud Isn’t Always Enough
After learning about On-Premises, Private Cloud, and Public Cloud, I thought every company would simply pick one option and stick with it. But real businesses
What Exactly Is “The Cloud”?
When I first heard the word Cloud, I imagined something floating in the sky storing photos and files. Turns out, it’s much simpler than that.
AI Models Across Different Domains: A Complete Beginner-Friendly Guide
Artificial Intelligence (AI) is transforming industries across the world. From chatbots and recommendation systems to image generation and fraud detection, AI models are now part
Building a spam classifier: your first real ML project
Raw emails go in. “Spam” or “Not spam” comes out. We build the whole thing — data, features, model, evaluation — from scratch. Three posts
Gradient Descent: the engine that powers all of modern ML
We couldn’t always use a formula to find the best model. Here’s the algorithm that solves that — and it’s the same one powering GPT,
Linear Regression: building your first ML model from scratch
In the last post, I explained what ML is — pattern recognition at scale. Today we stop talking about it and actually build something. Our
What is Machine Learning, really? (And why should you care?)
I had no idea what ML actually was three days ago. Here’s what clicked for me — explained so it’ll click for you too. I
Development of a Hybrid Optimization–Simulation Framework for Prioritizing ICE-to- EV Fleet Replacement Decisions
ABSTRACT The transition from Internal Combustion Engine (ICE) fleets to Electric Vehicles (EVs) has become acorporate and national priority, yet most organizations struggle with identifying