Most of these type things (quantopian is one I've tried) offer "paper trading" that is just that. You simulate it on "paper" until you gain confidence and use

Most of these type things (quantopian is one I've tried) offer "paper trading" that is just that. You simulate it on "paper" until you gain confidence and use it to invest. I think the docs for this says they do as well