Statistical & ML forecasting in Excel and R: decomposition, ARIMA, Holt-Winters, Fable, and 100,000 time series at once.

A Deep Dive into Forecasting- Excel & R.

Name: Statistical Forecasting from Excel Intuition to R Scale
Rating: 6.2

InstructorHaytham Omar-Ph.D

Duration20h 31m

Students18.7K

Rating4.6 (206)

Statistical Forecasting from Excel Intuition to R Scale

Strengths

Dual-tool pedagogical workflow

The curriculum uses Excel to build foundational intuition through manual calculations of moving averages and decomposition before introducing R for large-scale automation.

Advanced R forecasting capabilities

Instruction covers sophisticated techniques including ARIMA order identification, Fable multi-model workflows, and hierarchical reconciliation across large datasets.