Deep Learning - Deep Neural Network for Beginners Using Python - Cross Entropy
Interactive Video
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Mathematics
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9th - 10th Grade
•
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 is the result of the logarithm of a product according to the mathematical rule discussed?
The difference of the logarithms
The sum of the logarithms
The division of the logarithms
The product of the logarithms
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main concept introduced in the context of deep learning in the second section?
Gradient Descent
Backpropagation
Cross Entropy
Activation Functions
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why are logarithms of values between zero and one negative?
Because they are greater than one
Because they are less than one
Because they are probabilities
Because they are equal to one
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How is the flaw in the logarithm process addressed in the final section?
By dividing by two
By subtracting a constant
By multiplying by negative one
By adding a constant
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the relationship between cross entropy and probability in deep learning models?
Equal
Unrelated
Inversely proportional
Directly proportional
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