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Elegant Dashboards for Python ML applications using Taipy GUI
Exploring a low code Python library for data science projects.
Zacheus Sia
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Thanks to Zaccheus Sia, Data Scientist at Knowledge Touch, for this wonderful article about Taipy-GUI-generated elegant dashboards on Python ML Applications!
Theme: Exploring a low code Python library for data science projects.
Summary
- Why Use Dashboards?
- Building Dashboards Using Taipy GUI
- Taipy GUI — A Bare-bones Example
- Exploring Penguins (Hands-on demo)
1. Load the Dataset
2. Visual Elements
3. Selector
4. Indicator
5. Chart
6. Layout
7. Button, Dialog Box and Table
8. Global Callback Function
9. Putting It All Together - Final Thoughts
Zacheus Sia
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