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Harnessing the Power of Data: Supervised Learning Algorithms for Big Data Big data is transforming industries and revolutionizing the way we live. But harnessing its true potential requires more than just collecting vast amounts of information – it demands powerful tools to extract meaningful insights. Enter supervised learning algorithms, a cornerstone of machine learning that empowers us to make sense of this deluge of data. Supervised learning algorithms learn from labeled datasets, meaning each data point comes with a pre-defined outcome or target variable. This allows the algorithm to identify patterns and relationships between features and outcomes, ultimately enabling it to predict future outcomes for new, unlabeled data. Why Supervised Learning for Big Data? The sheer scale of big data...