CustomerSegmentation

Two customers who are no longer TGI customers said they would be interested in coming back but are price sensitive.
Two customers who are no longer TGI customers are interested in returning; though, TGI may prefer not for them to come back.
One customer who is still a customer asked for a quote to another line of insurance products (automobile). This was a pleasant surprise and may provide future up-selling opportunities.
The client confirmed the robustness of the model that they suggested using this model monthly to identify and prioritize existing customers and potential customers that would return to the company.

Customer IDs are modified for privacy concerns

Terminal Execution

$ git clone https://github.com/shivanishimpi/CustomerSegmentation/

$ pip3 install -r requirements.txt

$ python3 Script.py

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
CustomerSegmentation_MyPolicyList.ipynb		CustomerSegmentation_MyPolicyList.ipynb
Data_Insurance_TGI.csv		Data_Insurance_TGI.csv
Data_Insurance_TGI.xlsx		Data_Insurance_TGI.xlsx
README.md		README.md
Script.py		Script.py
bestModel.hdf5		bestModel.hdf5
requirements.txt		requirements.txt