Time Series Forecasting Study based on Hourly Energy Consumption datatabse from Kaggle.
PJME Time Series EDA & XGBoost (Github, Kaggle) notebook contains EDA Study and Forecasting Moddeling with XGBoost for Energy Consumption from PJM East Region (PJME). I studied Trends, Seasonality and Cyclicity to train a Regressor for the Next Year Consumption.
PJME ARIMA, SARIMA & SARIMAX (Github, Kaggle) contains my study on ARMA based models ARIMA, SARIMA and SARIMAX for Energy Consumption from PJM East Region (PJME).