January 2025 - Page 2 of 2 - Go Gradient Descent

Demystifying Gradient Descent in Linear Regression

By Srikanta January 22, 2025Artificial IntelligenceNo Comments

When it comes to machine learning, few concepts are as foundational and transformative as gradient descent. This optimization algorithm lies at the heart of many machine learning models, enabling systems…

Linear Regression in Machine Learning

By Srikanta January 22, 2025Artificial IntelligenceNo Comments

Linear regression is one of the simplest yet powerful algorithms in machine learning. It serves as the foundation for more complex models and is widely used in predictive analysis, trend…

Understanding Gradient Descent in AI/ML

By Srikanta January 22, 2025Artificial IntelligenceNo Comments

In the ever-evolving landscape of artificial intelligence and machine learning, Gradient Descent stands out as one of the most pivotal optimization algorithms. From training linear regression models to fine-tuning complex…

Supervised vs. Unsupervised Learning: A Comprehensive Guide

By Srikanta January 22, 2025Artificial IntelligenceNo Comments

Artificial intelligence (AI) and machine learning (ML) are transforming industries across the globe. Among the many techniques in machine learning, supervised learning and unsupervised learning stand out as foundational paradigms.…

Introduction to AI/ML: A Journey Through Innovation

By Srikanta January 22, 2025Artificial IntelligenceNo Comments

Artificial Intelligence (AI) and Machine Learning (ML) are not just buzzwords—they represent a profound shift in how humanity approaches problem-solving and innovation. From enabling smarter technologies to addressing some of…

What is Artificial Intelligence (AI)

By Srikanta January 22, 2025Artificial IntelligenceNo Comments

Artificial Intelligence (AI) is one of the most transformative technologies of the modern era, revolutionizing industries and redefining the boundaries of what machines can achieve. From enabling personalized recommendations on…

What is Machine Learning (ML)? A Comprehensive Guide for Beginners

By Srikanta January 22, 2025Artificial Intelligence, Machine LearningNo Comments

Machine Learning (ML) is revolutionizing industries and transforming the way we interact with technology. From personalized recommendations on streaming platforms to self-driving cars, ML is a cornerstone of artificial intelligence…