https://github.com/ivanwilliammd/coursera_capstone
Coursera Capstone Project IBM Data Science Professional Certificate
https://github.com/ivanwilliammd/coursera_capstone
capstone-project datascience ibm
Last synced: about 1 month ago
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Coursera Capstone Project IBM Data Science Professional Certificate
- Host: GitHub
- URL: https://github.com/ivanwilliammd/coursera_capstone
- Owner: ivanwilliammd
- Created: 2021-01-04T06:51:20.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2022-05-15T02:29:01.000Z (about 4 years ago)
- Last Synced: 2025-03-02T10:30:37.519Z (over 1 year ago)
- Topics: capstone-project, datascience, ibm
- Language: Jupyter Notebook
- Homepage:
- Size: 4.91 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Coursera Capstone Project - IBM Data Science Professional Certificate
### My Coursera Capstone Project for [IBM Data Science Professional Certificate](https://www.coursera.org/professional-certificates/ibm-data-science)
**Topic** : Business Proposal for Culinary Business in Tangerang
**Instructional Blog Post** : [IBM Data Science Professional Certificate](https://ivanwilliamharsono.wordpress.com/2021/01/06/ibm-data-science-professional-certificate/)
### What to prepare:
1. [Foursquare API access](https://foursquare.com/developers/home)
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.