Remodel uncooked information into highly effective forecasts with Python—be taught time-series modeling, regression, real-world forecasting.
What you’ll be taught
Time-series ideas, notations, and use instances. Information loading, preprocessing, and have engineering utilizing Python.
Visualizing time-series information for insights. Forecasting utilizing AR, MA, ARIMA, and SARIMA fashions.
Dealing with seasonality and development parts in information. Performing train-test splits and mannequin validation accurately.
Making use of linear regression (easy and a number of) for forecasting. Deciphering regression outputs and evaluating mannequin accuracy.
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