-
Empirical: LSTM vs Prophet vs ARIMA
This empirical deep dive compares LSTM, Prophet, and ARIMA—three dominant paradigms in time series forecasting—across accuracy, interpretability, and computational trade-offs. Drawing from post-2024 experiments, the post explores when each model shines, how they scale in production, and emerging hybrid trends for data scientists.