Course Resources

“Cheat Sheets” for Topics in DISCOVERY

• Pandas Cheat Sheet
• Illinois’ Python Syntax Cheat Sheet
• Statistics Formula Sheet

Real-World Datasets Used in DISCOVERY

Illinois-specific Datasets

• Fall 2019 “Hello Dataset”
• Perception of Probability Words Dataset
• Course Catalog Dataset
• UIUC GPA Dataset
• Illinois Graybook Dataset
• Illini Football Dataset

Classic Data Science Datasets

• Diamonds Dataset
• Spotify Song Attributes
• Calories in Beer Dataset
• UC-Berkeley Graduate Admission Dataset
• Iris Dataset

Resource Guides

• Command Line Interface
• Setting Up git
• Data Science Setup for Mac OS X
• Pandas Cheat Sheet
• Data Science Setup for Windows