Always had to go through a lot of internet surfing on just to decide what to watch on a chill weekend ended up spending my most time in the search itself rather than actually watching anything. So decided to build something to deal with this problem.
What it does
This is a web app that asks you the name of the one movie you liked and based on that it finds similar movies that you may like and enjoy.
How I built it
It is Flask based web app that uses the method of cosine similarity and pandas library to deal with the dataset. then we built a similarity matrix and using that score it recommends the used we also used the OMDB API to get movie details.
Challenges I ran into
Accomplishments that I'm proud of
was able to deliver something .made an App that gives you info of the movie
What I learned
Flask implementation , how to use APIs , AWS deployment
What's next for Movie Recommendation System
to build a complete recommendation system with revamped UI and more features