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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

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

Created by

Wayground Content

FREE Resource

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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