IshtyM / Books-Recommender-System-

Books recommendation system by collaborative filtering and certain visualization are done on data.

Books-Recommender-System-

A book recommendation system is a type of recommendation system where we have to recommend similar books to the reader based on his interest. The books recommendation system is used by online websites which provide ebooks like google play books, open library, good Read’s, etc.

Here, the books recommendation system by collborative filtering and certain visualisation are done on data. Collaborative based filtering recommender systems are based on past interactions of users and target items. Since, Plotly plots are not visble on GitHub, to view the plotly plots, click on the below link https://nbviewer.jupyter.org/github/IshtyM/Books-Recommender-System-/blob/main/Book%20Recommendation%20System%20-%20Collaborative%20Filtering%20.ipynb

Libraries Used:

Pandas, Numpy, Matplotlib, Seaborn, Plotly

Programing Language

Python

IDE Used

Jupyter Notebook

Algorthms Used

SVD, Pearson's Correlation