Machine Learning Questions

• What is Machine Learning?
• What is Deep Learning?
• What is Artificial Intelligence?

Statistics Questions

• What is probability?
• What is statistics, the field?
• What is a statistics?
• What is a statistical model?
• What is data analysis?

Computer Science Questions?

• What is computation?
• What is an algorithm?
• What is a computer?
• What is computer science?

Data Science Questions

• What is data science?
• What is data?

Packages

So many to pick from. A few examples:

• scikit-learn
• mlxtend
• palmerpenguins
• pandas
  • Docs: pandas.DataFrame.apply
  • Source: pandas.DataFrame.apply
• seaborn
• vetiver

ML API

• MLB Pitch Classification
  • Example In-Game Display
  • CS 307: Example Data
  • Baseball Savant
    • Statcast Search
  • pybaseball

Dashboards and Web Applications

• Illinois Wastewater Surveillance System
  • Quarto Dashboard Remix
• SEAM: Synthetic Estimated Average Matchup
• Grade Disparity Between Sections at UIUC