Neural networks are a key component of machine learning, inspired by the structure of the human brain. They consist of layers of interconnected nodes (neurons) that process and transmit information. Deep learning, a subset of machine learning, employs deep neural networks with multiple hidden layers to model complex patterns in data. Neural networks are fundamental to tasks like image recognition, natural language processing, and game playing, driving advancements in AI research and development.
AI is a broad field that encompasses the creation of intelligent machines capable of performing tasks that typically require human intelligence. These tasks include reasoning, problem-solving, learning, perception, and even creativity. AI is divided into narrow AI, which is designed for specific tasks, and general AI, which aims to perform any intellectual task that a human can do. AI applications span industries, from healthcare to finance, with advancements in robotics, automation, and decision-making systems.