ai and machine learning

Artificial Intelligence (AI) enables machines to mimic human intelligence, performing tasks like learning, problem-solving, and decision-making. A key subset of AI is Machine Learning (ML), which allows computers to improve automatically by analyzing data. ML is categorized into supervised learning, where models learn from labeled data, unsupervised learning, which identifies hidden patterns, and reinforcement learning, where systems learn through rewards and penalties. AI and ML are transforming industries such as healthcare, finance, retail, marketing, and automotive by enabling automation, predictive analytics, and intelligent decision-making. Popular AI tools like TensorFlow, PyTorch, and Scikit-Learn continue to drive innovation, making AI a crucial part of modern technology.