Predict the next numbers using previous numbers as input

I have a set of numbers 0 to 36, colour Black and Red. A random number is generated as output with either Black or Red just like in a roulette. Is there a model which can predict the next outcome by providing the previous outputs as input for the model or Any tips on how to go on about it. I'm completely new to this.