Deep Learning - Deep Neural Network for Beginners Using Python - Linear Equation Vectorized
Interactive Video
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Information Technology (IT), Architecture, Mathematics
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University
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Practice Problem
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Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What determines whether a point is accepted or rejected in relation to a line?
The angle of the line
The score being greater than or equal to zero
The distance from the origin
The color of the point
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is vectorization important in Python?
It makes the code more readable
It simplifies debugging
It speeds up multiplication operations
It reduces memory usage
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the context of vectorized equations, what does 'W' represent?
The bias term
A vector of parameters
The output label
A constant value
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of the bias in a vectorized equation?
To scale the input
To change the output label
To rotate the vector
To shift the line
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How is the position of a point determined in a vectorized equation?
By adding the bias to the vector product
By calculating its angle with the x-axis
By comparing it to a fixed threshold
By measuring its distance from the origin
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