I know it's self serving to say, but man I would've killed for a resource like Tinker and the tutorials, the cookbook, etc back when I was in undergrad.
Following
@karpathy blogs and training RNNs on a crappy Acer *was* fun, but doing bigger things with less setup is such a boon