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Join me in this Python-powered adventure! In this video, we’ll unravel the mysteries step by step:
Data Transformation: From raw data to time series magic-watch it unfold!
Plotting the Series: Visualize trends, seasonality, and more. Our canvas awaits!
P and Q Values: The secret sauce! We’ll find the perfect ingredients for our ARIMA stew.
AUTO ARIMA: Like a wizard’s spellbook, it automagically selects the best model.
SARIMAX: Armed with exogenous variables, we’ll tackle seasonal patterns head-on.
Model Building: Brick by brick, we’ll construct our time-traveling machine.
Prediction: Peering into the future-because who needs a crystal ball?