W2_How to choose the learning-rate?

How to choose the learning-rate for the assignment in week 2 of the Sequences, Time Series and Prediction course. I have tried to select many times but can’t get MSE less than 30, I also tried to change SDG algorithm to Adam but still MSE is not less than 30.

Maybe 30 is the lowest value for that dataset?

Do you have reason to believe that 30 is not a good result?

Yes, the problem requirement is to have an MSE of less than 30 for that dataset.

Do not change the algorithm unless the instructions suggest it.

1 Like

I finished it by changing the model structure. Thank you so much!