Exploring Multi-Layer Perceptrons: A Study of Their Matrix Structure

What is a Multi-Layer Perceptron (MLP)? A multi-layer perceptron (MLP) is an artificial neural network (ANN) model agglomerate of multiple layers. It is known as the basic foundation of deep learning or neural networks. MLP usually has three types of...

Structured Programming Language (Mid-Term Questions & Solutions)

Day #3 : Web Development Journey

Today, I learnt about clients and servers, what they mean. Think of a Restaurant: The client is like a person sitting at the table in a restaurant. They ask the waiter for food from the menu. The server is like the kitchen in the restaurant. The ki...

Robotics: The Future of Automation and Innovation

Robotics is a multidisciplinary field at the intersection of engineering, computer science, and artificial intelligence (AI), focusing on the design, construction, and operation of robots. Robots are programmable machines capable of carrying out task...

Generative AI

Understanding Generative AI Generative AI refers to a class of artificial intelligence models designed to create new content, whether it be images, text, music, videos, or even code. Unlike traditional AI models that are primarily designed to recogni...

Chapter 1:Understanding Object-Oriented Programming (OOP): The Foundation of System Design

Introduction to the System Design Series Welcome to the System Design Series, an in-depth exploration into designing scalable and efficient systems. This series is for learners, professionals, and enthusiasts aiming to master the nuances of system de...

What is cross-validation, and why is it important?

Cross-validation is essential because it: Provides a more accurate measure of model performance by testing it on multiple subsets of data, which better represents how it will perform on unseen data. Helps identify overfitting or underfitting by rev...

Artificial Intelligence in Computer Science Engineering: Revolutionizing the Future

Artificial Intelligence (AI) has evolved from a speculative concept to a groundbreaking technology that is reshaping industries across the globe. In the field of Computer Science Engineering (CSE), AI has become a critical component, enabling the dev...

A Comprehensive Guide to Maintaining a Strong CGPA at UIU (CSE)

I’ve noticed that many talented students struggle initially at UIU simply because they’re unsure about effective study methods. It often takes nearly a year to adjust, and during that time, most students' CGPAs drop. To help with this, I’m creating a...

No best programming language ? Here's what I'm learning on my SDE journey !

When we choose our career path in the computer science domain, which ultimately leads to IT, we are often forced to learn multiple programming languages. But why? If there are many programming languages with the same operations, functions, and progra...