Hello, I have tried to predict the fish weight with Linear regression

but the results is not very good and I have some question:

1- the loss some times starts very high numbers (is that because the model initialize the training with random W and B?

2- does linear regression works for this problem ?

3- any other data that I can use it for linear regression?

the notebook is in the link