by Perma Technologies | Dec 5, 2025 | Machine Learning
Machine Learning (ML) has rapidly evolved from a niche research concept into the backbone of modern digital transformation. From self driving cars and fraud detection systems to recommendation engines, chatbots and predictive analytics, ML is deeply integrated into...
by Perma Technologies | Nov 28, 2025 | Machine Learning
1. Understanding the Core Difference At its heart, the distinction between supervised and unsupervised learning lies in data labeling and objective clarity. AspectSupervised LearningUnsupervised LearningInput DataLabeled (known outcomes)Unlabeled (unknown...
by Perma Technologies | Nov 3, 2025 | Machine Learning
Machine Learning (ML) models are the core engines powering today’s intelligent systems. These algorithms learn from data, identify patterns and make predictions enabling automation, precision and real time decision making. In 2025, ML drives innovations across...
by Perma Technologies | Sep 23, 2025 | Machine Learning
Machine learning has seen explosive growth over the last decade, largely powered by deep learning, reinforcement learning, and probabilistic models. Among these, Hidden Markov Models (HMMs) continue to be one of the most widely applied mathematical tools for modeling...
by Perma Technologies | Aug 18, 2025 | Machine Learning
In today’s fast evolving business landscape, organizations are increasingly turning to advanced technologies to gain a competitive edge. One such transformative technology is Machine Learning (ML), which offers businesses the ability to analyze data, optimize...
by Perma Technologies | Jul 23, 2025 | Machine Learning
Natural Language Processing (NLP) is a cornerstone of Artificial Intelligence (AI), enabling machines to understand, interpret and respond to human language. Natural Language Processing algorithms are revolutionizing industries; for instance, they are widely applied...
