No, you don’t need a ton of data to do deep learning

There are a couple of seemingly contradictory memes rolling around the deep learning field. One is that you need a truly epic amount of data to do interesting work. The other is that in many subject areas there is a ton of data but it’s not just laying around for data scientists to snarf up. […]