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Machine Learning Pdf Algorithms derived from classical statistics sit at the core of machine learning and constitute the metaphorical neurons and nerves that power artificial cognitive abilities. Machine learning essentials introduction to machine learning machine learning is a subset of artificial intelligence (ai) that focuses on developing algorithms and statistical models that enable computers to learn from and make predictions or decisions based on data without being explicitly programmed. in simple terms, it is the science of getting computers to act without being explicitly.