Statistical & ML forecasting in Excel and R: decomposition, ARIMA, Holt-Winters, Fable, and 100,000 time series at once.
InstructorHaytham Omar-Ph.DComidoc has tracked 1 coupon for this course since 2026, last checked 3h ago.
The curriculum uses Excel to build foundational intuition through manual calculations of moving averages and decomposition before introducing R for large-scale automation.
Instruction covers sophisticated techniques including ARIMA order identification, Fable multi-model workflows, and hierarchical reconciliation across large datasets.
One signal suggests that after the initial beginner-level introduction, the instructional pace increases significantly. This review was created before the displayed update date; therefore, while it notes gaps in explanations for core concepts like variance and confidence intervals, the recent update label does not prove these issues were addressed.
The curriculum aligns with the needs of planners and analysts by providing both Excel and R workflows.