The Role of Machine Learning in AI
Definition of Machine Learning Machine learning is a subset of artificial intelligence that focuses on the development of algorithms and statistical models that enable computers to learn and make predictions or decisions without being explicitly programmed. It involves the extraction of patterns and insights from large datasets, allowing machines to improve their performance over time through experience. Machine learning plays a crucial role in AI by providing the ability to automatically learn and adapt from data, enabling AI systems to become more intelligent and efficient in solving complex problems. Definition of Artificial Intelligence Artificial Intelligence (AI) refers to the ability of machines to exhibit human-like intelligence and perform tasks that typically require human intelligence. It involves the development of computer systems that can analyze and interpret complex data, learn from experience, and make decisions based on that learning. Machine learning, a subset ...