F4SG: Africast
Sessions
Basics of time series and data structures
Time series patterns and basic graphics
Recap day 1, transforming / adjusting time series
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
Recap forecasting methods, basic training and test accuracy
Advanced performance evaluation: residual diagnostics and cross validation
Schedule
Downloads
Everything
Slides
Lab sessions
License
Basics of time series and data structures
10:00-11:30
Date
Monday
View slides in full screen
View slides in full screen