A recommendation system is a data science application used by almost every platform today to recommend content to its users. Having recommendation system projects on your resume will help you get shortlisted in your preferred data science role. So if you are looking for project ideas based on recommendation systems, this article is for you. In this article, I’m going to introduce you to some of the best recommendation system project ideas that you must try.
Recommendation System Project Ideas
Article Recommendation System
An article recommendation system is nothing more than a content recommendation system that recommends content based on the context of the article. It aims to get more engagement from users by recommending the same type of content that they are already reading. There are many strategies to create an article recommendation system, one of the best ways is to use the concept of cosine similarity that finds similarities between two documents. You can learn how to create an article recommendation system from here.
Hotel Recommendation System
A hotel recommendation system is an application that understands the purpose of your next trip (e.g. business, honeymoon, etc.) and recommends the best hotels based on the reviews and ratings of people who have stayed there for the same type of trip. It aims to find the best hotels and saves you time by showing you reviews and ratings of people who have stayed there. You can learn how to create a hotel recommendation system from here.
Fashion Recommendation System
A fashion recommendation system is an application that recommends outfits based on your preferences. For example, if you are looking for fashion recommendations for shorts, it will recommend outfits you can wear with shorts. You must have seen this as “frequently bought together” in some of the online shopping platforms. It aims to recommend the best fashion products to you based on your shopping preferences. You can learn how to create a fashion recommendation system from here.
So these were some of the best recommendation system project ideas that you must try as your next project. Having such projects on your resume will help you to get shortlisted in your preferred data science role. I hope you liked this article on recommendation system project ideas. Feel free to ask your valuable questions in the comments section below.