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View Code? Open in Web Editor NEWRecommendation System for Anime
Recommendation System for Anime
Creating an Algorithm That Uses Collaborative Filtering that helps determining the user's choice of preference and also gives the user where to watch
Currently, the three default animes that get displayed on the Home Page are static, hard coded and fixed. Home Page needs to display Animes dynamically without hard-coding all the content. The number of default Anime that would get displayed on the Home Page is 10-12 which gets shuffled every time a new user joins or reload the website on the browser.
The basic idea is to present different animes every time. The easiest ways to achieve this is to use a Random Function to generate 10 or 12 animes each time website gets loaded or reloaded.
Create a new data pipeline which is dynamic and contain database support instead of CSV File.
Gather Animes from MAL --> Preprocess the Data --> Add New data to Database
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