by Perma Technologies | Feb 18, 2026 | Machine Learning
Machine Learning (ML) is no longer an experimental technology reserved for tech giants. In 2025, organizations across finance, healthcare, retail, logistics, manufacturing, and government are actively using ML to predict outcomes, optimize operations, reduce...
by Perma Technologies | Jan 19, 2026 | Machine Learning
Artificial Intelligence (AI) and Machine Learning (ML) are transforming industries at lightning speed ,from retail automation and autonomous vehicles to healthcare diagnostics and fraud detection. But beyond the glamorous results lies an often overlooked yet essential...
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...
