Recommender_System_Kaggle_Project

This repository demonstrates a practice project in the recommender system field using data from the Kaggle movie dataset.

File Documentation

notebooks folder: this folder contains two notebooks, EDA.ipynb and Recommender_System.ipynb.

The EDA.ipynb contains the data cleaning, explotary data analysis and data visualization.

The Recommender_System.ipynb contains the 3 different recommender systems.

• the IMDb popularity-based system,
• the content-based system,
• the collaborative filtering system.,
• the hybrid system.

Data Visualization Examples

Pic 1: Title WordCloud

Pic 2: Overview WordCloud