stock normalization or prediction (help)

Hello
I have the following data

I want to predict the bottom price and the percentage of one share tomorrow
I don't know if this data needs normalization?
And how do I determine for each class?
Someone has the experience to help me
I tried a lot but I can't predict tomorrow's price at RapidMiner
Thankful