Yeah you should definitely learn about the subject matter first before trying to predict outcomes or it's significantly worse than just flipping a coin to decide who to bet on. Learning about the sport, the teams, and such, will give you a foundation that allows you to then extrapolate.

However, if you're really into the gambling aspect there's nothing stopping you from betting token amounts as you learn about the sport.