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Machine learning (ML) is a branch of artificial intelligence (AI) that focuses on training computers to learn from data and make decisions or predictions. It encompasses various techniques such as natural language processing, computer vision, and robotics, and has the potential to transform industries such as healthcare and finance. Preprocessing techniques, feature extraction, and handling missing values are essential for improving the accuracy and reliability of ML models.