Course Management

Homework 8: Neural Networks and Deep Learning for Machine Learning Zoomcamp 2024

This homework is already scored. Log in to see your submission.

Due date: 2024-12-06T23:00:00+00:00 (local time)

Please log in to access this homework.

Question 1. Best loss function (1 point)

mean squared error

binary crossentropy

categorical crossentropy

cosine similarity

Question 2. Total number of parameters (1 point)

896

11214912

15896912

20072512

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

0.10

0.32

0.50

0.72

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

0.028

0.068

0.128

0.168

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

0.26

0.56

0.86

1.16

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

0.31

0.51

0.71

0.91

Homework URL

Please provide a valid URL.

Learning in public links (optional)

Time spent on lectures (hours) (optional)

Time spent on homework (hours) (optional)

FAQ contribution (FAQ document, optional)

Status: Not submitted