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Built a Global AQ (PM2.5) Forecaster ML Model [P]

Via r/MachineLearning
Saturday, Jun 20, 2026 · 8:20AM
Summary

Hey everyone, I’ve been building an end-to-end Air Quality (PM2.5) forecasting pipeline for 4 countries (US, UK, India, Australia) using 1.6M+ rows of OpenAQ and NASA weather data. The problem i hit (the variance trap): My V7 model was a standard stateless Gradient Boosting Regressor. It worked grea

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