Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Predic

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Implementation: Language Modelling Next Word Predic

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Information Technology (IT), Architecture

University

Hard

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The video tutorial explains the process of training recurrent neural networks (RNNs). It covers the training routine, including the forward step, loss computation, gradient computation, and parameter updates. The tutorial also demonstrates how to implement the update parameters function and run the training function. Finally, it discusses applying RNNs to real-life natural language processing problems, such as sentiment classification using Yelp reviews.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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