Taking what we study in one context and applying it to another helps deepen our understanding of both.
First, deconstruct the knowledge into its fundamental principles. Then, reconstruct it in a new field.
For example, if you study Italian but also want to become a better cook, you can simply take a cooking class, or you take a cooking class in Italian.
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The biggest problem, thoug h, is that models like this one are performed only on a single task. Future tasks require a new set of data points as well as equal or more amount of resources.
Transfer learning is an approach in deep learning (and machine learning) where knowledge is ...
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