Homework 8: Neural Networks and Deep Learning

https://github.com/DataTalksC…

Deadline: 6 December 2024, 23:00

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Correct answers

Review the expected answers for this scored homework.

1. Best loss function (1 point)

mean squared error

binary crossentropy

categorical crossentropy

cosine similarity

2. Total number of parameters (1 point)

896

11214912

15896912

20072512

3. Median of training accuracy for all the epochs (1 point)

0.10

0.32

0.50

0.72

4. Standard deviation of training loss for all the epochs (1 point)

0.028

0.068

0.128

0.168

5. Mean of test loss for all the epochs (1 point)

0.26

0.56

0.86

1.16

6. Average of test accuracy for the last 5 epochs (1 point)

0.31

0.51

0.71

0.91