4 Key Concepts Every Engineer Should Understand About Software Architecture

Explore the four core dimensions of software architecture: characteristics, decisions, components, and styles. A clear guide for developers and tech leads.

🌍 Building a Real-Time Global Traffic Visualization System

In this post, I’ll walk you through how I built a real-time traffic visualization system that displays live user interactions across the globe. We'll cover the backend setup with Laravel and Redis, and the frontend implementation using Vue.js, MapLibre GL, and Deck.gl.

Activation Functions in Neural Networks

Activation functions are the heroes that breathe life into models, enabling them to capture complex patterns and make accurate predictions. Let's dive into why these functions are indispensable and why their non-linear nature is crucial.

Logistic Regression

Logistic Regression is a learning algorithm that you use when the output labels \(\vec{Y}\) - in a supervised learning problem - are all either zero or one. e.g. Binary Classification Problems.