Knowledge Base

Data Analysis #

• SciPy (Scientific Python): Tips & Snippets
• Setting Up a Cloud Server for Data Analysis
• Stata: Atom Setup for markstat Support
• Stata: Tips & Snippets

Epidemiology & Statistics #

• Common Machine Learning Models
• P Values
• Tools for Epidemiologists

Lists #

• Things I Like

Programming #

• AppleScript
• JSON
• Learning Git
• PyCharm Shortcuts
• Regular Expressions
• Shell
• Tabular Data in Text Files (CSV, TSV, Etc.)
• Web Analytics
• Website Comments
• tmux

R (statistical computing language) #

• Best Practices
• Built-In Datasets
• Data Import and Export
• Data Manipulation
• Duplicates
• Exploring Data
• Figures
• Fill Values Within Groups
• Frequency Counts
• Package Management
• Programming Features
• R Markdown
• Recoding
• The Tidyverse
• Wide/Long Conversion

Software #

• Backups
• How to Edit With Google Docs
• Listserv Software & Services
• Mac/iOS notetaking apps
• OneNote
• Password Managers
• Podcast Hosting Services
• Search Engines
• Task Managers
• Zoom Troubleshooting

SQL #

• General Resources
• Joins
• Microsoft SQL Server (MSSQL) / T-SQL