F4SG: Africast
Sessions
Basics of time series and data structures
Time series patterns and basic graphics
Computing and visualizing features (features)
Basic modeling / forecasting
Forecasting with regression, how to represent temporal structure with regressors
ETS, building on recap of temporal regressors.
ARIMA
Basic training and test accuracy
Residual diagnostics and cross validation
Time series foundation models
Schedule
Downloads
Everything
Slides
Lab sessions
License
License
This work is licensed under a
Creative Commons Attribution 4.0 International License
.
