How do you know when to use the right programming language?

I'm currently going to school for game programming and so far I've been taught a little C++ and Java. Are these languages better suited to certain applications because of their capabilities or is it just a matter of preference? An example would be using Java for a web application as opposed to C++ OR C++ for a game engine instead of Java.

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