Deep Learning - Deep Neural Network for Beginners Using Python - Dropout

Deep Learning - Deep Neural Network for Beginners Using Python - Dropout

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial explains the structure of neural networks, focusing on layers and nodes. It highlights the issue of node dominance during training and introduces dropout as a solution to ensure equal importance among nodes. The tutorial covers how dropout is implemented in Python libraries like Pytorch and Tensorflow, and its impact on forward feed and backpropagation processes.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some common values for dropout, and how do they influence the training process?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of how neurons are turned on and off during training with dropout.

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