Learning


Learning is the process of acquiring knowledge, skills, and insights through experience, study, or instruction. In the context of data science and artificial intelligence, learning refers to the ability of machines to improve their performance on a task by analyzing data and identifying patterns. There are three main types of learning in machine learning: supervised learning, unsupervised learning, and reinforcement learning. Supervised learning involves training a model on labeled data, where the correct output is known. Unsupervised learning involves finding patterns in unlabeled data, without any specific guidance. Reinforcement learning involves training a model to make decisions based on feedback from its environment, with the goal of maximizing a reward signal.


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