Methods for Time Series Forecasting
Data Science · Further Education · Time Series Analysis
This unit introduces various methods for time series forecasting, including ARIMA, SARIMA, and exponential smoothing models. Students will learn how to apply these techniques to real-world time series data to make accurate predictions.
Zum Üben gibt es 56 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to time series forecasting
- Components of a time series
- Stationarity and differencing
- ARIMA models
- SARIMA models
- Exponential smoothing models
- Model selection and evaluation
- Forecasting with time series data
Stichworte
- Time Series Forecasting
- ARIMA
- SARIMA
- Exponential Smoothing
- Time Series Analysis
- Data Science
- Prediction
- Forecasting