“Imagine teaching a child some complex concepts without first teaching them the basics like reading and writing. Even the smartest child would fail.
Unfortunately, this is what some people do to computers. We train computers on complicated (real) data, which confuses the computer. We don’t do this when teaching people — why then, are we simply throwing computers into the deep end?
One reason is that we need and want to see results immediately. What’s more, many companies simply don’t have the data, expertise or resources required to take a computer through all the steps needed for proper training.”