Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: CNN Example

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Network Architecture: CNN Example

Assessment

Interactive Video

Information Technology (IT), Architecture, Geography, Science

University

Hard

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This video provides a comprehensive overview of Convolutional Neural Networks, covering their architecture and key components.

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3 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the output size of the convolutional layer after applying the filters with same padding?

16x16

32x32

64x64

128x128

2.

OPEN ENDED QUESTION

3 mins • 1 pt

What happens to the output after flattening the result of the Max Pooling?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How is the loss function defined in the context of the neural network example?

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