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
On this page
Recording
Code demonstrated in workshop sessions
Edit this page
Report an issue
Resources (recording and code)
Date
October 26, 2023
Recording
Recordings from previous years
2023
Code demonstrated in workshop sessions
Click here to download the demo code from this session