6.3. Exercises and Projects

Exercise 6.1

Please hand write a report about the details of back propagation.

Exercise 6.2

CHOOSE ONE: Please use netural network to one of the following datasets.

• the iris dataset.

• the dating dataset.

• the titanic dataset.

Please in addition answer the following questions.

1. What is your accuracy score?

2. How many epochs do you use?

3. What is the batch size do you use?

4. Plot the learning curve (loss vs epochs, accuracy vs epochs).

5. Analyze the bias / variance status.