The dizzying rapid developments around Deep Learning will have a disruptive impact on the way we develop software. The trend is that both the programming of specific applications and the traditional use of Statistics and Machine Learning will be replaced by Deep Learning. What is Deep Learning? What can you do with it? What are the limitations of Deep Learning? Will Deep Learning replace traditional programming?