Symbolic AI is very different from other Artificial Intelligence courses, as it attempts to solve the problem of how to get computers to validate a statement given a load of facts. We humans do it all the time:
That car is indicating. Cars which indicate turn.
From this we're able to deduce that the car is going to turn. Getting computers to interpret these statements of fact and validate statements would be incredibly useful.