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Mubify

Mubify is a Python API application designed to provide movie recommendations based on ratings and machine learning algorithms using the 20M Movielens dataset. This API will integrate with a frontend and uses CockroachDB in the cloud as the primary database.

Features

  • Offers movie recommendations using machine learning algorithms.
  • Planned integration with Spark for better data processing.
  • Uses the 20M Movielens dataset for generating recommendations.
  • Stores data in CockroachDB, a highly scalable and distributed cloud-based database.

Application

The Mubify application consists of the following components:

  • Python API: The application programming interface that handles requests and provides movie recommendations.
  • Database: CockroachDB is used as the primary database to store relevant movie, user, and rating information.
  • Integration with Spark: There are plans to incorporate Spark for better data processing and to enhance the quality of recommendations.