USGS NWIS daily discharge: predict rapid streamflow surges (next 3–7 days).
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Updated
Apr 28, 2026 - Python
USGS NWIS daily discharge: predict rapid streamflow surges (next 3–7 days).
Fish weight prediction using machine learning regression models. Includes data preprocessing, EDA, Linear Regression baseline, Random Forest model, hyperparameter tuning, and model interpretation using coefficients and feature importance.
OWID excess mortality: predict persistence risk over the next 4–12 weeks.
USGS NWIS daily discharge: predict streamflow volatility spike risk (next 7–14 days).
NOAA CO-OPS water levels: predict low-water anomaly risk (next 12–24 hours).
CFTC COT positioning: predict crowding unwind tail risk over the next 4 weeks.
OWID electricity: predict recarbonization surge risk (next 1–2 years).
US Treasury yields: predict tail curve-twist risk (next 5–10 trading days).
USGS NWIS daily discharge: predict baseflow-collapse risk over the next 14 days.
NOAA CO-OPS water levels: predict rapid rise events in the next 6 hours.
End-to-end ML pipeline for predicting graduate underemployment from NGS 2020 survey data, including EDA, feature engineering, categorical-aware modeling with CatBoost, and ROC AUC validation.
NASA POWER monthly meteorology: predict compound dry-heat persistence (next 1–2 months).
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