Unit 09 | Forecasting Future Values |
| 6 + 3 hrs |
Upon completion of this module, you will be able to:
- implement various forecasting models for time-series data
- apply moving average and linear regression models
- integrate seasonality adjustments
- estimate prediction intervals
- evaluate and compare forecasting models
Introduction to Time Series Forecasting |
60 min
|
|
Required Work
Additional ResourcesData SetsSlide Deck |
Basic Forecasting: Worked Example |
30 min
|
|
Required Work
Additional Resources |
Forecasting with Linear Regression
|
Required Work
Additional ResourcesSlide Deck & Data Sets |
Model Evaluation & Comparison
|
Optional Work
Additional ReadingsSlide Deck
|
Prediction Interval and Seasonality
|
Required Work
Additional Resources |