Any system could potentially go down, and your company needs to be prepared for it.
A failover option can save the situation and ensure ongoing workflow performance. However, failover may require intervention by a tech specialist who can restore the system and data.
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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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