blog & portfolio

Correlation vs Causation: Air Quality and Housing Prices

LINEAR REGRESSION

DIFFERENCE IN DIFFERENCES

Teasing out causation from correlation using difference-in-differences control group analysis.

Victoria Cutler

Finding Suitable Locations for Marine Aquaculture

GEOSPATIAL DATA ANALYSIS

Cleaning and reclassifying geospatial vector and raster data to find optimal regions.

Victoria Cutler

Remote Sensing for Environmental Issues

VEGETATIVE HEALTH

LAND COVER CHANGE

GOOGLE EARTH ENGINE

Using both true- and false- colored satellite imagery.

Victoria Cutler

Predicting Ocean Acidification for Ecosystem Management

OCEAN ACIDIFICATION

MACHINE LEARNING

EXTREME GRADIENT BOOSTING

A journey through my code to the winning RMSE score.

Victoria Cutler

Ethical AI for Just Decision Making

How can we construct AI without unintended consequences?

Victoria Cutler

Is Rooftop Solar Equitable?

Who benefits and who doesn’t?

Victoria Cutler