Jackreece Ejini

 By now I guess it is clear that Deep Learning isn't the miracle solution that will finally bring us our dream of Artificial General Intelligence. Now we can leave the hype alone and focus on the reality of the situation, Deep Learning is a sophisticated tool that can help us solve many problems we can't solve through traditional software development.

 Artificial intelligence seeks machines that can generalize very well. When you train some model like a system for image recognition, the goal is to find some general representation of the input, so that the model is smaller than the data required to train it.

 Although in real software engineering scenarios you will barely encounter the kinds of problems you see in programming interviews or competitive programming, it is actually a good thing to train at these kinds of things because in the end, not only will you train your brain to become stronger, you will also develop what I call the mechanical mind.