Machine Learning Algorithms
Machine Learning Algorithms encompasses various techniques used to enable machines to learn and improve from experience without being explicitly programmed. It forms the core of machine learning, a subset of artificial intelligence, which in turn is an application of technology. These algorithms seek patterns in data and make predictions based on those patterns. They include but are not limited to supervised learning methods like linear regression and decision trees, unsupervised learning techniques such as clustering and dimensionality reduction, and reinforcement learning approaches like Q-learning. The study and development of these algorithms also intersect with the field of artificial neural networks, which are algorithmic models inspired by the human brain's structure and function. Machine Learning Algorithms, therefore, represents a critical subcategory within the broader context of Technology, Artificial Intelligence, Artificial Neural Networks, and Machine Learning, focusing on the specific methods and techniques for enabling machines to learn from data.
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