as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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explain the differences between machine learning and traditional programming.
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machine learning is a branch of artificial intelligence that focuses on the development of computer programs that can access data and use it to gain experience and improve performance. machine learning algorithms use statistical techniques to find patterns in data that traditional programming does not detect. traditional programming is a coding process that requires direct instructions to process data and produce results. it does not learn from experience and relies on rules-based programming to process data.
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