Deep Learning - Recurrent Neural Networks with TensorFlow - Sequence Data
Interactive Video
•
Computers
•
10th - 12th Grade
•
Practice Problem
•
Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a common example of time series data?
Image classification
Company's stock price
Data encryption
Neural network architecture
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is weather forecasting challenging?
Due to the butterfly effect
Because of limited data
Lack of computational power
Inaccurate sensors
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a limitation of the bag-of-words model?
It ignores word order
It requires large datasets
It is computationally expensive
It only works with images
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the N by T by D format, what does 'T' represent?
Number of features
Number of steps in a sequence
Number of dimensions
Number of samples
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How is variable-length sequence data typically handled in TensorFlow?
By using dynamic arrays
By truncating longer sequences
By padding sequences with zeros
By ignoring shorter sequences
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