Machine Learning
Model Evaluation: Beyond Just Accuracy
Early on, I would just look at accuracy to see if my model was good. Then I worked on a fraud detection project. If 99% of transactions are normal, a model…
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Results for "confusion matrix"
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Machine Learning
Machine Learning
Computer Vision Basics: How Machines See the World
It’s wild to think that a computer sees an image as just a grid of numbers. When I started working with computer vision, I kept trying to think like a hu…
Education
The Future of Education: How AI is Personalizing Learning
The traditional one-size-fits-all model of education is finally evolving, thanks to AI. The promise of AI in education is personalized learning—an enviro…
Politics
The One Political Habit I Quit (And What I Do Instead)
I used to check Twitter every morning. Scrolling through hot takes, outrage, and people yelling at strangers. It made me anxious and cynical. So I quit col…