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Deep Learning with PyTorch by Vishnu Subramanian

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Machine learning

Machine learning (ML) is a sub-field of AI and has become popular in the last 10 years and, at times, the two are used interchangeably. AI has a lot of other sub-fields aside from machine learning. ML systems are built by showing lots of examples, unlike symbolic AI, where we hard code rules to build the system. At a high level, machine learning systems look at tons of data and come up with rules to predict outcomes for unseen data:

Machine learning versus traditional programming

Most ML algorithms perform well on structured data, such as sales predictions, recommendation systems, and marketing personalization. An important ...

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