Potpourri: Statistics #61

Fairness and machine learning
How to Be a Statistical Detective
Overfitting: a guided tour
No Framework, No Problem! Structuring your project folder and creating custom Shiny components
Revisiting the Difference-in-Differences Parallel Trends Assumption: Part I Pre-Trend Testing
The Trouble with Crime Statistics
Data project checklist
Data Science resources
Data Science Resources (not the same as above)
Guide: Typography
NumPy: the absolute basics for beginners
Python built-ins worth learning
A Scientist’s Guide to R: Step 2.1. Data Transformation – Part 1
Real Emojis in ggplot2
The birthday paradox puzzle: tidy simulation in R
Introducing googleCloudRunner – serverless R on Google Cloud Platform