What Is Machine Learning?
Machine Learning (ML) is a branch of AI that enables systems to learn from data without being explicitly programmed. It uses algorithms that improve over time through experience, making predictions or decisions based on patterns found in historical data.
Deep Learning and Its Role in AI
Deep Learning is a subset of Machine Learning that focuses on neural networks with many layers, known as deep neural networks. These networks are designed to mimic the structure and function of the human brain, enabling systems to process large amounts of data and identify intricate patterns. Deep Learning has revolutionized areas such as image recognition, natural language processing, and autonomous driving by providing more precise and effective solutions to complex problems. Its ability to analyze unstructured data, like images, audio, and text, has placed it at the forefront of AI innovation.