  Knowledge Discovery plays a very important role in analyzing data and getting
insights from them to drive better business decisions. Entrepreneurship in a
Knowledge based economy contributes greatly to the development of a country's
economy. In this paper, we analyze surveys that were conducted on women in
entrepreneurship in UAE. Relevant insights are extracted from the data that can
help us to better understand the current landscape of women in entrepreneurship
and predict the future as well. The features are analyzed using machine
learning to drive better business decisions in the future.
