Just label data! (IT Best Kept Secret Is Optimization)

Machine Learning and Deep Learning are very promising technologies. Every week comes with its new hyped successes. Yet, when it comes to applying machine learning and deep learning many people keep making the same mistakes. Here is one that is particularly troublesome: people often miss that you need to provide examples to learn from. They expect systems to learn from raw data without any supervision or feedback.