Introduction to Time Series Forecasting
Data Science · Further Education · Time Series Analysis
This unit introduces the fundamental concepts and techniques of time series forecasting. Students will learn how to analyze time series data, select appropriate forecasting models, and evaluate the accuracy of their 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
- Time series forecasting models (ARIMA
- SARIMA
- ETS)
- Model selection and evaluation
- Forecasting applications and case studies
Stichworte
- Time Series
- Forecasting
- Time Series Analysis
- Predictive Analytics
- Time Series Models
- Stationarity
- Trend
- Seasonality
- ARIMA