Demystifying Machine Learning’s Contribution to Data Science
April 17, 2024 ⚊ 1 Min read ⚊ Views 53 ⚊ TECHData science merges statistics, mathematics, and computer science to glean insights from data. Machine learning, a subset of AI, empowers computers to learn from data without explicit programming. This article elucidates machine learning’s role in data science, categorizing algorithms into supervised, unsupervised, and reinforcement learning. It delves into how machine learning assists in data preprocessing, feature engineering, model selection, and evaluation. Real-world applications span predictive analytics, natural language processing, and computer vision.
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