ivanwilliammd / Coursera_Capstone

Coursera Capstone Project IBM Data Science Professional Certificate

Coursera Capstone Project - IBM Data Science Professional Certificate

My Coursera Capstone Project for IBM Data Science Professional Certificate

Topic : Business Proposal for Culinary Business in Tangerang Instructional Blog Post : IBM Data Science Professional Certificate

What to prepare:

1. Foursquare API access
2. Jupyter notebook / Google Collab
3. Data Source (in my case, I use BPS data)
4. Python Library
5. Pandas: Great dataframe manipulation library.
6. Folium: Python GIS leaflet visualization library.
7. Scikit Learn (sklearn) : k-means clustering module.
8. JSON: JSON files handler.
9. XML: Separate data from presentation and XML stores data in plain text format.
10. Geocoder: Retrieve Location Data.
11. Beautiful Soup (BS) and requests: scrap and handle http requests.
12. Matplotlib: Great data visualization library.