The problem Future Scope solves

A world in which education plays a key role in the development of human beings. We have many streams available after matriculation.When you choose a career, you are choosing work that you will likely become an expert in over time through education and experience. You will probably work in this career field for at least several years. Narrowing down and choosing a career path to follow is one of the most important decisions you can make. You should consider different factors before making a final decision about which career you want to pursue, thus to solve this raging problem we have made an automated web app incoporated with a Machine Learning model to help you out in choosing the correct stream as per your marks.

Challenges we ran into

While developing the web application for FUTURE SCOPE we certainly ran into two major problems:

One of which was the dataset, there was no existing dataset present at the moment for the career prediction so we created one and its creation was the most difficult part as we don't want our machine learning model to reach overflow or underflow conditions.

The second problem faced by us was the problem to get free hosting for our web app as in the market there are a very few hosting providers who are providing hosting services for Django for free and the ones that are providing are having certain limitations and somehow we manage to deploy our application to live in a limited server environment.