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There are plenty of databases, and if you already know SQL Server, it would be much easier because you wouldn't have to learn a new syntax, and learn what part of the syntax has changed. It sounds like that isn't the case, tho - so in your situation, one RDBMS engine will be as easy as the next.
A database is a data persistence mechanism. It lets you store and retrieve information, and it's very good at looking at existing data in new ways. You could do much the same thing with flat files or XML. Or a scraper thing or a data feed from the major league, or teams, or whoever might provide that info?
What you want is an application. You'll benefit from designing your app first, and letting that drive the data persistence design.
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