Math

Probability

• Arranging Kids in Seats
• Birthday Problem
• First Ace
• Game Show Problem
• Poker Hands
• Removing Repetitions
• Roll Dice, Flip Coins

Optimization

• Linear Optimization with Scipy
• Non-Linear Optimizaiton with Sympy
• Non-Linear Optimization with Scipy

Linear Algebra

• Solve System of Linear Equations

GIS

Basics

• Calculate a Geographic Buffer
• Calculate a Geographic Centroid
• Download Geographic Databases
• Find Difference Between Geographies
• Load a Geographic Layer
• Manipulate Shape Files
• Print Names of Geographic Layers

Data Sources

Files

• Read Data from Word Documents.
• Write Data to a SAS Dataset
• Download PDF Files
• Download Text Files
• Download Zip Files
• Read Data from PDF Files.
• Read Data from SAS Datasets
• Read Data from Text Files
• Unzip a ZIP File.

Databases

• Write to SQLite3 Table
• Connect to an Oracle Database
• Query Oracle using Bind Variables

Web Scraping

• Find Prices for Olive Oil Soap on Amazon
• Locate Costco Warehouses
• Locate Harris Teeter Stores
• Locate Walmart Stores