Data Science and Machine Learning (Theory and Projects) A to Z - Classical CNNs: Classical CNNs Activity

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Information Technology (IT), Architecture
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University
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Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following architectures was mentioned first in the video?
GoogleNet
ResNet
LeNet
AlexNet
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary task assigned in the module activity?
Testing network performance
Implementing a neural network
Reading and comparing network architectures
Designing a new architecture
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which two architectures are specifically highlighted for comparison in the activity?
AlexNet and ResNet
VGGNet and GoogleNet
InceptionNet and ResNet
LeNet and AlexNet
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the expected outcome of understanding the differences between InceptionNet and ResNet?
Ability to implement both networks
Better understanding of state-of-the-art CNNs
Skills in data preprocessing
Knowledge of network training techniques
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is it important to compare InceptionNet and ResNet?
To evaluate their cost-effectiveness
To learn about their historical development
To understand their strengths and weaknesses
To explore their hardware requirements
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