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 difference between a machine learning library and an ai framework
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a machine learning library is a collection of code that is used to build and deploy machine learning models. it contains functions and methods for training models, making predictions, and optimizing models. an ai framework is a set of tools, libraries, and software components that allow developers to build artificial intelligence applications. ai frameworks provide a more high-level approach to machine learning, giving developers the ability to configure models and select algorithms without needing to code the entire model themselves.
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