Personalization has altered the way of online shopping experience. This practice is keenly used by the online retailers to create personal interactions and experience with its customers on e-commerce sites.

The ability to build predictability in business models provides businesses incredible differentiator. Time series forecasting using machine learning, which is an evolutionary model that is contributing in a small way to making reliable predictions, is realizing this distant possibility slowly.