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Notes on machine learning, AI security and building things.

Detecting the Odd One Out: A Guide to One-Class Classification
Jan 25, 2025 · 6 min read
How one-class classifiers learn what normal looks like, when to use them, and a one-class SVM you can run in a few lines.
Machine learningAnomaly detection
How to Start with Data Science in 2020
Jan 25, 2025 · 4 min read
What data science is, the skills it takes, and the courses, books and podcasts I'd use to get started.
Data scienceCareers
What Will Your Plate Look Like in 2050?
Jan 25, 2025 · 5 min read
Population growth, soil degradation and a financing gap threaten the world's food supply, and what vertical farming, soil sensors and better financing could change.
TechnologyAgriculture