Machine Learning
Full Form of ML
What is ML?
Machine learning (ML) is a subset of artificial intelligence that enables computer systems to learn from data and improve their performance without explicit programming. In India, ML has become a transformative force across multiple domains. It powers recommendation engines on e-commerce sites like Flipkart and Amazon India, detects fraudulent transactions in banking and fintech, enables predictive diagnostics in healthcare, forecasts crop yields in agriculture, and personalizes learning on edtech platforms. The Indian government's Digital India programme and the proliferation of startups have accelerated ML adoption, with Bengaluru, Hyderabad, and Pune emerging as hubs for AI and ML innovation. From chatbots that converse in Hindi and other regional languages to advanced analytics used by stock trading firms, ML is woven into the country's digital infrastructure. NITI Aayog's National Strategy for Artificial Intelligence recognises ML as a crucial driver for inclusive growth, and many universities now offer specialised ML degrees. For students, ML concepts appear in competitive exams like GATE, UPSC, and banking tests, where questions on emerging technologies are common. Understanding the basics of supervised, unsupervised, and reinforcement learning can provide a significant advantage. As India strides toward a trillion-dollar digital economy, skilled ML professionals are in high demand, making this an opportune time to study the field.
ML का फुल फॉर्म
मशीन लर्निंग
Example
Many Indian healthcare startups are using machine learning (ML) to analyse X-rays and detect diseases like tuberculosis quickly and accurately.