AI & MLRecommendedAIML-TS-003
Exponential Smoothing
Weighted averages that decay with age, extended to trend and seasonality (Holt-Winters).
- Difficulty
- 3 / 5
- Importance
- 4 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can vary the smoothing parameter and explain how it trades responsiveness against noise.