Deep Learning - Crash Course 2023 - Loss Functions

Interactive Video
•
Computers
•
9th - 10th Grade
•
Hard
Wayground Content
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5 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary purpose of a loss function in deep learning?
To reduce the size of the dataset
To increase the complexity of the model
To enhance the speed of computation
To determine the accuracy of the model's predictions
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the given example, what is the loss when the labeled output is 50 and the predicted output is 48?
4
1
3
2
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How is the total loss calculated for multiple data points?
By averaging the differences between labeled and predicted outputs
By summing the differences between labeled and predicted outputs
By dividing the differences between labeled and predicted outputs
By multiplying the differences between labeled and predicted outputs
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is the difference between labeled and predicted outputs squared in loss calculations?
To increase the loss value
To decrease the loss value
To make the calculation easier
To ensure errors do not cancel each other out
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is a type of loss function mentioned in the video?
Exponential Loss
Absolute Error Loss
Mean Squared Error Loss
Logarithmic Loss
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