There are 3 major types of recommendation systems:-
- Content Based
- Collaborative Based
- Hybrid
In content based we recommend based on the content of the item but in Collaborative we recommend based on the user and item similarity.Hybrid is the mixture of both.
We will use content based filtering in this project.
Data -> Preprocessing -> Model -> web deployment
Here to work on deployment part we will use streamlit library.
To install streamlit just use
pip install streamlit
And then to use this library and to run the project:-
streamlit run app.py
load the repository into your local machine and then run movie.ipynb file first to get data files in correct format then execute the above command to do the operation.
Dataset Link:- Data set