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What is Machine Learning? Machine Learning (ML) is a field of Artificial Intelligence that allows systems to learn from data and improve their performance without being explicitly programmed. Instead of writing rules manually, ML algorithms identify patterns in data and use those patterns to make predictions or decisions. There are three main types: 1. Supervised Learning: The model is trained on labelled data. (e.g., spam detection) 2. Unsupervised Learning: The model finds hidden patterns in unlabelled data. (e.g., customer segmentation) 3. Reinforcement Learning: The model learns by interacting with an environment and receiving rewards or penalties. (e.g., game-playing agents) ML is used in: - Voice assistants (like Siri) - Recommendation systems (Netflix, YouTube) - Self-driving cars - Medical diagnosis Machine Learning is changing the world — one dataset at a time.