Deep Learning

DonorsChoose is a United States-based nonprofit organization that allows individuals to donate directly to public school classroom projects. According to last year data around 500,000 proposals were sent by teachers all around the world to DonorsChoose hoping to get the donation for their respective projects.

After learning that an NLP task might be performed using CNN, I was fascinated. So, throughout the study, we will classify emails using CNN. The dataset includes roughly 18000 emails divided into 20 categories such as sports, health, religion, and so on.