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What is Machine Learning and its Types? - Machine learning is a subset of artificial intelligence that allows computers to learn and improve from experience without being explicitly programmed. - Supervised learning: The machine is trained on labeled data, with input-output pairs, to make predictions on new data. - Unsupervised learning: The machine is trained on unlabeled data to find patterns and relationships within the data. - Reinforcement learning: The machine learns through trial and error, receiving rewards or penalties based on its actions. - Deep learning: A subset of machine learning that uses artificial neural networks to learn complex patterns in data.
