data science life cycle

  Many people ask me, what is data science? If you asked this question to different data scientists, you’d probably get a range of different answers. Not only is the field so interdisciplinary, but the job market is also demanding different sets of skills from the data scientist in different job roles. Depending on the nature of their work, you could find a data scientist whose most time is spent on researching and coming up with new theories for the existing tasks, or even those who would come up with a completely new theory (Convolutional/Recurrent Neural Nets, I’m sure someone out there is probably working towards coming up with X Neural Net that might someday blow away these existing models).[…]