Can my friends predict wine style and price?
(30 Minutes)
By: Albert Xue
Experience Level: Intermediate

I hosted a single blind wine tasting amongst friends where they had to guess wine styles and prices. I collected the answers and used python to determine winners and output various plotly visuals. And for fun, I applied data science techniques to identify if any of my friends can identify wines with statistical significance. 

PyPDFForm - A Python PDF Form Library - Part 2
(40 Minutes)
By: Jinge Li
Experience Level: Novice

About a year and half ago, I did a speak at ChiPy about my open source project PyPDFForm. The project has been evolving since then with lots of newly implemented features and QOL changes. So I think it's time to do a part 2 of the speak to give some quick updates and introduce some of these new features.

Agenda (tenative):

• Quick recap on features went through from last speak
• Slide intro to new features
• Live coding session:
  • Create PDF form fields
    • Text field
    • Checkbox/radio button
    • Dropdown
    • Image/Signature field
  • Fill PDF forms in place (simulate manual filling)
  • Adobe Acrobat mode
• QOL changes
• Restrictions and future improvements
• Q/A