Top 10 Machine Learning (ML) Lists
Machine Learning (ML) is a subset of artificial intelligence (AI) that focuses on developing algorithms and statistical models that enable computers to learn and make decisions from data without explicit programming. By identifying patterns and relationships within large datasets, ML enables systems to improve their performance over time through experience. Common applications include image and speech recognition, recommendation systems, and predictive analytics. ML techniques are broadly categorized into supervised learning, where the model is trained on labeled data; unsupervised learning, which involves finding hidden patterns in unlabeled data; and reinforcement learning, where agents learn by interacting with their environment to maximize cumulative rewards. ML is pivotal in driving innovations across various domains, including healthcare, finance, and autonomous systems.
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