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.