Great article. I am a physicist, I recently picked up data science skills. Data science has revolutionalize the way I conduct research in physics. For instance in DFT calculations, there are so many adjustable parameters. Using machine learning tools, one can adjust and fine tune these parameters in order to obtain an optimal model suitable for a given class of materials.