Schedule

All times are listed in Africa/Nairobi time (UTC+3).

Day 1 · Mon 19 OctThe basics of time series
10:0011:30
LectureBasics of time series and data structuresMitchell O’Hara-Wild
11:4513:15
LectureTime series patterns and basic graphicsAbiodun Egwuenu
Break · 13:15–17:00
17:0018:00
Hands-onExercises
After the dayRecording & code
Day 2 · Tue 20 OctExploration and basic forecasting
10:0011:30
LectureTransformations, decompositions and featuresMitchell O’Hara-Wild
11:4513:15
LectureBasic modelling / forecastingMitchell O’Hara-Wild
Break · 13:15–17:00
17:0018:00
Hands-onExercises
After the dayRecording & code
Day 3 · Wed 21 OctRegression and ARIMA
10:0011:30
LectureTime series regressionMitchell O’Hara-Wild
11:4513:15
LectureARIMAMustafa Aslan
Break · 13:15–17:00
17:0018:00
Hands-onExercises
After the dayRecording & code
Day 4 · Thu 22 OctETS and forecast accuracy
10:0011:30
LectureETSBahman Rostami-Tabar
11:4513:15
LectureBasic training and test accuracyBahman Rostami-Tabar
Break · 13:15–17:00
17:0018:00
Hands-onExercises
After the dayRecording & code
Day 5 · Fri 23 OctModel performance and foundation models
10:0011:30
LectureCross-validation and residual diagnosticsBahman Rostami-Tabar
11:4513:15
LectureTime series foundation modelsHarsha Halgamuwe Hewage
Break · 13:15–17:00
17:0018:00
Hands-onExercises
After the dayRecording & code
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