Elegant Dashboards for Python ML applications using Taipy GUI

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