Deep Learning CNN Convolutional Neural Networks with Python - Rprop and Momentum Solution

Deep Learning CNN Convolutional Neural Networks with Python - Rprop and Momentum Solution

Assessment

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Information Technology (IT), Architecture

University

Hard

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The video tutorial explains an equation with two terms: the learning rate and momentum. The learning rate updates existing weights, while momentum considers previous weight changes to optimize current weights. This approach helps find optimal points in a convex or loss function.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of considering the weights of the previous epoch?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

In what way does momentum help in finding optimal points in a convex function?

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