Deep Learning - Computer Vision for Beginners Using PyTorch - AutoGrad in a Loop

Deep Learning - Computer Vision for Beginners Using PyTorch - AutoGrad in a Loop

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Information Technology (IT), Architecture, Mathematics

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Hard

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This video tutorial explains how to implement gradient descent from scratch using PyTorch's autograph feature. It covers setting up a simple model with random integer inputs, defining hyperparameters, and using squared error loss. The tutorial demonstrates computing gradients, updating parameters, and finalizing the model to achieve results close to the true parameter values.

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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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