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Artificial intelligence (AI) is a rapidly expanding field that is creating intelligent machines that can carry out tasks that typically require human intelligence. AI has a wide range of potential applications, from medicine to entertainment, and is already having a significant effect on how we live and work. Machine learning algorithms are the foundation of AI, allowing computers to acquire knowledge, modify behavior, and improve performance over time. Supervised and unsupervised learning are two distinct types of machine learning algorithms, each with their own distinct goals.