https://github.com/junzis/course-pandas
A mini course on pandas
https://github.com/junzis/course-pandas
Last synced: 3 months ago
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A mini course on pandas
- Host: GitHub
- URL: https://github.com/junzis/course-pandas
- Owner: junzis
- Created: 2022-10-14T21:07:36.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-10-14T21:25:56.000Z (over 2 years ago)
- Last Synced: 2025-01-22T01:44:51.350Z (5 months ago)
- Size: 1000 Bytes
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Becoming a pandas expert
This is a mini-course on [pandas](https://pandas.pydata.org/), designed as part of the AI education program for TU Delft.
Almost all python data scientists work with `pandas`. But very few rewrite good pandas code. I designed this mini-course to guide students to write proper and elegant pandas code from the beginning. Shout out to [@xoolive](https://github.com/xoolive) for great inspiration from his book [Programmation Python avancée](https://www.xoolive.org/python/).
You can watch the entire series on [YouTube](https://www.youtube.com/watch?v=QcPKHZS4Buw&list=PL9lwG9OhJGxdHS_QsrJSTpE5eGPSiBEdL) directly
| title | Link |
|---|---|
| Overview | https://youtu.be/QcPKHZS4Buw |
| Input and output | https://youtu.be/fGYBKnUyY_A |
| Core functions | https://youtu.be/sqx_QkUdqP8 |
| View data | https://youtu.be/67H8Zc7QKXM |
| Select data | https://youtu.be/dfo5mLsaTi4 |
| Apply function | https://youtu.be/CZLaESy4OvQ |
| Create columns | https://youtu.be/MKsJTvzSpsU |
| Simple statistics | https://youtu.be/xXWHuu03qOU |
| Combining dataframes | https://youtu.be/Zp5YhJ7N0J8 |
| Group operations | https://youtu.be/JbwxlCVRZLQ |
| :star2: Best practices :star2: | https://youtu.be/J52-fCC_CPk |