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 how to define and compute the loss function using cross entropy loss. It covers the process of calculating loss for model predictions and one-hot vectors, and introduces the compute loss function. The tutorial also prepares viewers for writing a train function that uses gradient descent to minimize loss, with automatic gradient computation using PyTorch's autograd mechanism.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

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

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