/Book_Recommendation_System

Using Jupyter Notebook, Data- Preprocessing, model Building, model evaluation, model training can be done, recommendation algorithms namely Content-based filtering and collaborative filtering are used.

Primary LanguageJupyter Notebook

Book_Recommendation_System using Machine Learning with Python

Description :

Using Jupyter Notebook, Data- Preprocessing, model Building, model evaluation, model training can be done, recommendation algorithms namely Popularity Based and Collaborative Based filtering are used.

  1. Data Cleaning and Pre-Processing

  2. Algorithms Implemented a) Popularity Based Recommendation b) Collaborative Based Filtering Recommendation

  3. Libraries Used : sklearn, seaborn, matplotlib, numpy, pandas etc..

Project Outcome :

Exploring a personalized recommendation, Improved user Experience, by enhancing customer engagement.