This repository is for the Coursera IBM capstone course project.
The files in this repsitory includes:
- Segmenting and Clustering Toronto Neighborhoods Jupyter Notebook
- Capstone Final Notebook - Segmenting and Clustering Paris Arrondissement Jupyter Notebook
- Capstone Final Report - Paris Arrondissement word doc
- Capstone Final Slide Deck - Paris Arrondissement powerpoint
Techniques used in this project includes:
- Webscrapping using Beautiful Soup
- Foursquare API
- Data Visualization using Folium
- Data manipulation using numpy and pandas
- Clustering both manually and using K-Means