For recommendation system we can use Three types of Model .
- Cluster based Model
- Linear Regression Model By calculationg a Particular Score.
- Bayesian Networks , which will use the conditional Probability.
Recommender System can be define as a system which is intelligent enough to understand the User Perference and suggest the product
user Input ----> Recommender system ----(suggestion)---> product ----(increase profit)---> profit generated
- Popularity based
- Content based
- collaborative based
- Hybrid Recommendation system
Data set used for this Recommender system: https://www.kaggle.com/datasets/arashnic/book-recommendation-dataset