Deep Learning

Transformers: Why everyone is talking about it?

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Update 11th Dec 2021: see what Andrej Karpathy is saying about transformers I had been planning to read about the Transformers for a while, but I had to wait until I had a few more days to get my hands on it. This is a seminal concept in NLP and I am going to try …

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A concise overview of cost function optimizers!

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Optimizers are needed to find the optimal solution for the given task. Optimizers associate themselves with cost function and model parameters together by updating the model. i.e. when you want to identify weights that minimize your mean squared error in linear regression, you need to use some function to find parameters such that mean squared …

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