In this blog we will discuss one of the most imoprtant and powerful regularization techniques which is dropout, the focus of this blog won’t be on Implementing dropout, as it’s a straightforward implementation using common frameworks like Tensorflow, but we will instead focus on getting deeper intuition of what dropout is actually doing to the network and why it works at all with such a random nature.